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Closed
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stonebig opened this issue Dec 24, 2024 · 30 comments
Closed
3 tasks done

Release 2025-01 follow-up #1431

stonebig opened this issue Dec 24, 2024 · 30 comments

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@stonebig
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stonebig commented Dec 24, 2024

release date: end february 2025 (the year we end writing code from scratch... in fact this february)

wanted:

  • same package list for Python-3.12slim and python-3.13slim
  • python 3.14 alphas (if possible with tail compilation , 8% speed bump, or jit 4% )
  • reduce technical debt and simplify maintainance:
    • launchers use now the simple DataLab-WinPython technic, many thanks to @PierreRaybaut
    • remove complex and less popular packages, that cause headhaches
    • use AI to simplify the code: Github/copilote-gpt4o "free" and Google Gemini Flash2.0 "free"
    • start rework to PEP-751 and signed wheels idea
      • drop un-maintained wheels
      • limit to pypi versions of wheels
  • Postponed: numba-0.61.1, numpy-2.2 (but seems it was too late)

Experiment:

  • local AI packages: DeepSeek R1 still claims 32Go Ram and 256Gb disk ? but for the full experience
  • what is trusted publisher workflow ?

Direction:

  • Help Python Sustainability:
    • favorise latest ( = more efficient and maintained) python
    • favorise dataframe API protocol: latest numpy ... in the limit of Numba support
    • favorise browser (and WebApp): Jupyterlite includes Duckdb, Polars-0.18.0 is now possible in pyodide-0.27
  • WinPython sustainability:
    • use of several AIs to simplify code and maintainance
    • move towards signed wheels: PEP-751 and/or Include wheels in distribution #1481: ideal world is to shrink to a toml file specifying package/version/hash with "Trusted Publishing? Yes"
    • WinPythondot being enough to build a WinPython...
@stonebig stonebig added this to the 2025-01 Python-3.13.2 milestone Dec 24, 2024
@stonebig
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stonebig commented Dec 24, 2024

audit trail:

  • prototyping: implement @PierreRaybaut Datalab-WinPython launcher technic as a complementary step
  • prototyping: ... check anti-virus are happy of the change ... not so much
  • prototyping: ... check anti-virus are happy with smaller .ico files... Yes 100% happy !
  • prototyping: then rebuild a dot version and check again: 0/52 for .zip, 1/59 for .exe (bkav Pro), 0/50 for .7z ... good
  • prototyping: then rebuild a slim version and check again: 1/44 for .Exe (Bkav pro) , 0/38 for .7z (Bkav Pro included) ... good
  • learnings: replace big .ico files per new smaller one
  • Cleanup: fully remove shimmy method
  • Integrate Datalab-WinPython launcher pre-build system
  • add licence from Datalab for launchers
  • add build step of Datalab-WinPython launchers overriding previous launchers
  • Cleanup: fully remove NSIS launcher process ...
  • re-check result: 0/52 on .zip, 0/47 on .7z, 1/60 on .exe (Bkav Pro)... good
  • remove dead py_arch() and WINPYARCH code
  • polars-1.19.0
  • cvxpy for python-3.13
  • further Cleanup.... some python-2.7 no more needed in utils, as noted per @firai
  • a little bit of the newer "Black" on utils.py.... as Python-2.7 code is removed
  • REMARK: there is big "splash" with tail call compilation of Python giving a speed-up of 10 to 35%, on Windows: gh-128563: A new tail-calling interpreter python/cpython#128718
  • match microsoft cloud distro: pywavelets, thefuzz, squarify, prince, faker
  • SIZE REDUCTION: remove cartopy, pymoo, upgrade geopandas (from fiona to something 5Mo less)
  • 3.12.8.0slim was at 640Mo close to the 650Mo size limit... go down to 630 Mo (natural growth is 1% per release)
  • align precisely Python-3.13 to Python-3.12: remove pycosat, rasterio, pulp ecos, upgrade deap
  • build Python-3.14.0a3

b1 (2024-01-13: using a simple launcher generator, no more NSIS)

  • simplify .bat launching code (logic only in env_for_icon.bat)
  • TEST:
    • try to restore drag&drop feature on launcher icons ... generates a 450ko launcher... is not a good idea
    • copilote free and geminy free were semi-helping... closer but not there yet, for a non-expert.
  • python-3.14 a4 : still no speed-up at that point
  • clarify logic in env_for_icon.bat
  • numba-0.61

b2 (2024-01-23: numba-0.61.0, slight clean-up in launcher infrastructure)

  • SIMPLIFY make.py: remove unused "simulation" notion (2% less lines)
  • SIMPLIFY make.py: replace os.mkdir per os.makedirs (1% less lines)
  • SIMPLIFY make.py Using Github Copilote "free" integrated in VSCode:
    • carefully simplify code (2% less lines)... make.py is now below 1300 lines
    • further improve readibility (2% less lines)
    • further improve readibility (1% less lines)
    • gpt4o can't spit out the full make.py, stops at about 500 lines
    • sonnet-3.5 is not writing code with the question "what can you propose to simplify that program ?"
    • ... a nice helper even if gpt4o did 1 small error, 5% code reduction overrall with more readibility
    • .... shows interest to go further down in individual program size
  • try geminy flash-2, supposed better than DeepSeek
  • SIMPLIFY make.py using geminy flash-2: the 7zip part
  • SIMPLIFY make.py using geminy flash-2: renaming more explicit part
  • SIMPLIFY make.py using geminy flash-2: the markdown part
  • SIMPLIFY piptree using copilot/gpt4o free: split in sub-functions
  • SIMPLIFY wppm.py using copilote/gpt4o free: dust removal (10% less lines)
  • SIMPLIFY piptree using gemini flash 2.0 free: 0 reduction but less errors
  • SIMPLIFY utils.py using twitter Grok free: tiny reduction but clearer
  • Python-3.13.2
  • Python-3.12.9
  • Dukdb-1.2.0, Polars-1.22.0
  • SIMPLIFY piptree using MistralAI "Le chat" : typing, class PipData.. any new entrant is more 'free' sympathetic
  • fixed reverse_dependancy with a analogic brain
  • SIMPLIFY the build process: remove _run_complementary_batch_scripts
  • DROP: flask_mail, flask_session, flask_SQLalchemy, formlayout, pdfrw, pysimplegui, db.py
  • UPGRADE: panel, bokeh, flask, clarabel, flit, langchain, openai, kiwisolver, pyomo, pypdf, tomli, uvicorn, huggingface-hub
  • python-3.14.0a5 (no big speed-up yet)

b3 (2024-02-16: after first use of IA to re-engineer the code ... inflexion moment)

  • remove non-wheels: filterpy, pywinusb (replaced per pyusb), simplegeneric, docopt
  • remove MarkupSafe-2.1.1-py3-none-any.whl as pip chooses it over MarkupSafe-3.0.2-cp313-cp313-win_amd64.whl
  • remove: sspyrs (use a snippet of it if needed)
  • Deepseek is all the rage about local model
  • IA agents use

rc (2024-02-2x : only 2 packages being not published wheels)

  • NEXT PROBLEM: intervaltree is required per spyder, winpython is not published

  • look again at PEP-751 proposal effect on pip and hatchling, or an only-downloaded set of wheels

  • numba re-engineering progress (as numpy-2 new typing technic is a problem)

  • numba-0.61.1, to get numpy-2.2 ... in this year of the wooden snake

  • huggingface/smolagents looks great, but requires torch.... 200 Mo, when Qt is 110 Mo ...

@stonebig stonebig pinned this issue Dec 31, 2024
@RoyiAvital
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What's the new launchers technic?

@stonebig
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stonebig commented Jan 3, 2025

What's the new launchers technic?

It's a basic direct compilation of a launcher from a template program:

  • input = toto.ico
  • output = toto.exe launcher with the icon, that calls the scripts/toto.bat program.

Shimmy method was a more complex method, creating trouble in the anti-virus force.

The new solution is:

  • a little more powerfull than NSIS launcher, allowing to drop vbs and NSIS,
  • simple enough to not create trouble.

It was that or relying on frozen forever icon programs generated per NSIS win32

@RoyiAvital
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Could you share how it is done?

@stonebig
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stonebig commented Jan 4, 2025

Could you share how it is done?

It's just an implementation of this #1433 , nothing miraculous, nothing invented here, and so more pleasant to anti-viruses.
Other advantage is it's moving code out of make.py: readibility.

@RoyiAvital
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I don't understand the new env.bat.
It seems to ignore winpython_ini.

Could you explain the new structure?

@stonebig
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stonebig commented Jan 6, 2025

I don't understand the new env.bat. It seems to ignore winpython_ini.

Could you explain the new structure?

Maybe you don't find winpython.ini creation when there is none, in env.bat:

  • it's now in WinPythonIni.py
  • end result shall be as usual:
    • add something at the end of settings\winpython.ini,
    • click on env_for_icons.bat,
    • then type set.
#QT_PLUGIN_PATH=%WINPYDIR%\Lib\site-packages\pyqt5_tools\Qt\plugins
WOLFRAM=Hello World !!!!!!!!!!!!!!!
WORLD=Hi WolFram, Happy new Year !!!!!!!!

It's part of the move to reduce ".bat" lines to the minimum, in favor of python lines or simplifications

@stonebig
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stonebig commented Jan 11, 2025

WinPython 2024-04 b1 (2025-01-13)

Changes from WinPython 2024-05 :

  • Infrastructure:
    • switch to Datalab-WinPython launcher technic:
      • launchers are not re-created at each build
      • Nullsoft NSIS icon creator is fully dropped.
    • reduce package list to way better fit under 650 Mo
    • python-3.14 infrastructure
  • New Packages:
  • Upgraded Packages:
    • geopandas, polars, cvxpy, ipython, deap
  • Removed Packages:
    • pulp, rasterio, cartopy, pymoo, pulp

Areas of particular interest for testers:

  • new launchers: pretty much equal to historic ones (same parent), but without NSIS
  • after upgrades and clean-up, WinPython-3.13 has now the same package list as WinPython-3.12

Next build: b2

  • waiting next numba

binaries at:

MD5 SHA-1 SHA-256 Binary Size blake2b-256
7295b9a8ee85e18c7453524ee5423871 e9e288e7d3e518df810a4269b26397fd2861c5e0 522b8cffb692d1ca32a048527256c6f89c41f5f36d9897d3fea63a9a43d619c6 Winpython64-3.12.8.1dotb1.zip 38 332 587 Bytes 0cbcf59f31f27288cc8944c028dd3aca259d8239e8b658faccec753e7cbb8d64
79aebfc6baf6cf481d5777964f147ddb e04996be31fe3ecde3f7592c441a15a7477fc297 4597902f08788a39df54eb92747c616e024ad780dac4be0f84e1757caa041058 Winpython64-3.12.8.1dotb1.7z 23 141 198 Bytes 27913e623c30a0a34f85e2dd4b62f577eab21137cd1db3e093d08a7f9a4dd9d0
8f5b260ca843446a6327c23b139dbb89 fbcb7105f2bf769399fbf800ca913e32d0a3421a a193aae6e657166e8b09dffe844d8d3339b92b246e5b9667315be884f6834b4a Winpython64-3.12.8.1dotb1.exe 23 356 252 Bytes cc7b723fd474abd32452da83413dff84d02236a198fc9027c7eb60a9cea9e213
74ebc96a58210ab7f70b27b93c7bca6f 53abc8ef189576086023b2da261e593fa1e2c35a 8c8c1f60823b6dd6ef170d5495fff91eea491501c2989fef4fb9f18b4c395a63 Winpython64-3.12.8.1slimb1.7z 628 034 098 Bytes 36c5d554575e56cc63e44f80ebff741e858859eb47903ff5296eaf2008dd266a
f42fbf0686f47b42cf1bb88cbcf2596b 508cb33cbce545b1e6bf71ac08deb5d7ef353081 6f7172a00b9a442410f0e1fceafd266fdf8a249c2af7819802a46fd1b136d2f0 Winpython64-3.12.8.1slimb1.exe 628 249 299 Bytes 083417e6f2c7f7cbdc8ea37cc41d5466380ece9e1aa718751400ea7f678b1f4e
b35cba35ef7abe15426e83234aed535c eb7a08fb70823301695078687af119a1304ffd73 056a27d5e8d3458b658de1ebbed3d23e9afa382efc9057d37acb7c63e2aa6e5f Winpython64-3.13.1.1dotb1.zip 39 801 931 Bytes ea1c29a45b842d953f6126474597010c8444f411ba4fb4efbcc45865dc0c4ebf
0c70d9c55094950046f9cf14e1dfdcc0 db5ed26860ae5dc3b824e40b091866dc017482bc 2c017e3af3bc2c26ae281e2cf8f214edf4eb142ea70cfb0094de7fca551f722a Winpython64-3.13.1.1dotb1.7z 24 854 872 Bytes 6312feed9368992bc6a219f3f223166023c0c9a635238419cd970b8f7385dfc5
703e027682c188128d2f6c2c6a530c85 52daea67df68ce91b7dac37ceba63195e514f69a e2574e9efd0ce9526e49edf08b8999431a155fa0a72dcccdae34e731b9edab52 Winpython64-3.13.1.1dotb1.exe 25 069 911 Bytes fd399d9d7a40cd59ba4be446d112a0861b3faab5c3dbdfedbb10fde8b7a2dbe3
8dbb6e2c4c65ffefcab95f422df4afe4 85a44cbd8dac2ff12fb346f1a5aee4237f63502b ba05df3237c4610e7d0b6d8d1bf5172546338091b72655e2d4e563b7a03dcfc8 Winpython64-3.13.1.1slimb1.exe 631 972 726 Bytes 4b9299256ded10d8a4cc602aff235b925ee522e5711b15c4c7053fb6a71b124c
9a5f9079d78d6277f1c1b10736430b5a 6477de40fd85d91dd825fe297e6fc57c65e8d0b2 0a7db75bb495bd90935a5e000e2a7a531a0ad31d5bb83d5ec1728bcac4e53059 Winpython64-3.13.1.1slimb1.7z 631 758 662 Bytes 6df6a3b737fc80d94692f7e50658fd41037265047292b6220fe318c521f3a5b9
fdfdecd5de844c79ae48501b06d80e70 a605a0e1b5831e0834db38e956f4667e87098ac1 e8bce47dc7077a98a3a70bd5bea69221636d9a30cd11acc59b0389d786a9fea4 Winpython64-3.14.0.0dota3.zip 40 268 212 Bytes 9cfb9e52c016f0c3a3a2ee020cbc193ad96e1b6ae88a9cecc952f951bf5a988e
07cfd29d02625332c23987fa3e7b2b17 21a6e3bb29cda6bfd6497427f4bcf0c9236ec7b7 91889f1977fd71fb1945bc659165c4e23e01189b2a462cfe395bd955becf2d7d Winpython64-3.14.0.0dota3.7z 25 103 806 Bytes 3c9213f83400dcfa8a0793296c93fd7f664f98343ae44ecd1ac3a6cd091bd963
ea791a0d2c7b94179969b81732a1a556 baa7ac2cc396dee5e6f5b651ee10453d3f02181b 9ba4090e15d38c0dd838001bbd7631ada1c27e99a636ffc8381686aa741e4ac3 Winpython64-3.14.0.0dota3.exe 25 318 856 Bytes 1a1a6a6c00f271bbbc5730932fcef78c51026f466feb50fd4271b36afaa99ceb

WinPython 3.13.1.1slim

The following packages are included in WinPython-64bit v3.13.1.1slim b1.

Tools

Name Version Description
Pandoc 3.1.9 a universal document converter

Python packages

Name Version Description
Python 3.13.1 Python programming language with standard library
absl_py 2.0.0 Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
adbc_driver_manager 1.3.0 A generic entrypoint for ADBC drivers.
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
aiofiles 23.2.1 File support for asyncio.
aiohappyeyeballs 2.4.4 Happy Eyeballs for asyncio
aiohttp 3.11.11 Async http client/server framework (asyncio)
aiosignal 1.3.1 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.20.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.16 A light, configurable Sphinx theme
alembic 1.13.1 A database migration tool for SQLAlchemy.
altair 5.5.0 Vega-Altair: A declarative statistical visualization library for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
annotated_types 0.6.0 Reusable constraint types to use with typing.Annotated
ansicolors 1.1.8 ANSI colors for Python
anthropic 0.42.0 The official Python library for the anthropic API
anyio 4.7.0 High level compatibility layer for multiple asynchronous event loop implementations
anywidget 0.9.12 custom jupyter widgets made easy
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 23.1.0 Argon2 for Python
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
array_api_compat 1.8 A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow 1.3.0 Better dates & times for Python
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.8.1 ASGI specs, helper code, and adapters
asn1crypto 1.5.1 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
asteval 0.9.31 Safe, minimalistic evaluator of python expression using ast module
astroid 3.1.0 An abstract syntax tree for Python with inference support.
astropy 6.1.6 Astronomy and astrophysics core library
astropy_iers_data 0.2024.12.23.0.33.24 IERS Earth Rotation and Leap Second tables for the astropy core package
asttokens 2.4.1 Annotate AST trees with source code positions
async_lru 2.0.4 Simple LRU cache for asyncio
atomicwrites 1.4.0 Atomic file writes.
attrs 23.2.0 Classes Without Boilerplate
autopep8 2.0.4 A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core 1.30.2 Microsoft Azure Core Library for Python
azure_cosmos 4.7.0 Microsoft Azure Cosmos Client Library for Python
azure_identity 1.16.1 Microsoft Azure Identity Library for Python
babel 2.16.0 Internationalization utilities
baresql 0.8.0 playing SQL directly on Python datas
bcrypt 4.0.1 Modern password hashing for your software and your servers
beautifulsoup4 4.12.2 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 24.10.0 The uncompromising code formatter.
bleach 6.1.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.7.0 Fast, simple object-to-object and broadcast signaling
bokeh 3.6.2 Interactive plots and applications in the browser from Python
branca 0.8.0 Generate complex HTML+JS pages with Python
brotli 1.1.0 Python bindings for the Brotli compression library
build 1.2.2.post1 A simple, correct Python build frontend
cachelib 0.13.0 A collection of cache libraries in the same API interface.
cachetools 5.4.0 Extensible memoizing collections and decorators
certifi 2024.6.2 Python package for providing Mozilla's CA Bundle.
cffi 1.17.1 Foreign Function Interface for Python calling C code.
chardet 5.2.0 Universal encoding detector for Python 3
charset_normalizer 3.4.0 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
clarabel 0.9.0 Clarabel Conic Interior Point Solver for Rust / Python
click 8.1.7 Composable command line interface toolkit
click_default_group 1.2.4 click_default_group
cloudpickle 3.0.0 Pickler class to extend the standard pickle.Pickler functionality
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.1.0 Collection of perceptually uniform colormaps
colorlog 6.8.2 Add colours to the output of Python's logging module.
comm 0.2.2 Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
contourpy 1.3.1 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.6.0 A command-line utility that creates projects from project templates, e.g
cryptography 44.0.0 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cvxopt 1.3.2 Convex optimization package
cvxpy 1.6.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.12.1 Composable style cycles
cython 3.0.11 The Cython compiler for writing C extensions in the Python language.
cytoolz 1.0.1 Cython implementation of Toolz: High performance functional utilities
dask 2024.12.1 Parallel PyData with Task Scheduling
dask_expr 1.1.21 High Level Expressions for Dask
datasette 0.64.8 An open source multi-tool for exploring and publishing data
datasette_graphql 2.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.16.3 Data visualization toolchain based on aggregating into a grid
db_py 0.5.4b1 a db package that doesn't suck
deap 1.4.2 Distributed Evolutionary Algorithms in Python
debugpy 1.8.0 An implementation of the Debug Adapter Protocol for Python
decorator 5.1.1 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
diff_match_patch 20230430 Diff Match and Patch
dill 0.3.7 serialize all of Python
distributed 2024.12.1 Distributed scheduler for Dask
distro 1.8.0 Distro - an OS platform information API
django 5.0.7 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython 2.6.1 DNS toolkit
docopt 0.6.2 Pythonic argument parser, that will make you smile
docstring_to_markdown 0.13 On the fly conversion of Python docstrings to markdown
docutils 0.20.1 Docutils -- Python Documentation Utilities
duckdb 1.1.3 DuckDB in-process database
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
eval_type_backport 0.2.2 Like typing._eval_type, but lets older Python versions use newer typing features.
executing 2.0.1 Get the currently executing AST node of a frame, and other information
faker 33.3.1 Faker is a Python package that generates fake data for you.
fast_histogram 0.14 Fast simple 1D and 2D histograms
fastapi 0.115.6 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastjsonschema 2.18.0 Fastest Python implementation of JSON schema
filelock 3.14.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
flake8 7.1.1 the modular source code checker: pep8 pyflakes and co
flask 3.0.3 A simple framework for building complex web applications.
flask_mail 0.9.1 Flask extension for sending email
flask_session 0.5.0 Server-side session support for Flask
flask_sqlalchemy 3.0.5 Add SQLAlchemy support to your Flask application.
flit 3.9.0 A simple packaging tool for simple packages.
flit_core 3.9.0 Distribution-building parts of Flit. See flit package for more information
folium 0.18.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.55.3 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
fqdn 1.5.1 Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
frozenlist 1.5.0 A list-like structure which implements collections.abc.MutableSequence
fsspec 2024.6.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
geographiclib 2.0 The geodesic routines from GeographicLib
geopandas 1.0.1 Geographic pandas extensions
geopy 2.4.1 Python Geocoding Toolbox
gitdb 4.0.10 Git Object Database
gitpython 3.1.32 GitPython is a Python library used to interact with Git repositories
google_auth 2.37.0 Google Authentication Library
graphene 3.3 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core
greenlet 3.1.1 Lightweight in-process concurrent programming
griffe 1.5.4 Signatures for entire Python programs
groq 0.13.1 The official Python library for the groq API
guidata 3.7.1 Automatic GUI generation for easy dataset editing and display
h11 0.14.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.12.1 Read and write HDF5 files from Python
hatchling 1.27.0 Modern, extensible Python build backend
holoviews 1.20.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 1.0.5 A minimal low-level HTTP client.
httpie 3.2.4 HTTPie: modern, user-friendly command-line HTTP client for the API era.
httpx 0.27.2 The next generation HTTP client.
huggingface_hub 0.27.0 Client library to download and publish models, datasets and other repos on the huggingface.co hub
hupper 1.12 Integrated process monitor for developing and reloading daemons.
hvplot 0.11.2 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.16.0 A ASGI Server based on Hyper libraries and inspired by Gunicorn
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.122.3 A library for property-based testing
idna 3.7 Internationalized Domain Names in Applications (IDNA)
imageio 2.33.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.13.0 Toolbox for imbalanced dataset in machine learning
importlib_metadata 7.1.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 2.0.0 brain-dead simple config-ini parsing
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.2 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.29.5 IPython Kernel for Jupyter
ipyleaflet 0.19.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.4 Matplotlib Jupyter Extension
ipython 8.31.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.5.0 RDBMS access via IPython
ipywidgets 8.1.5 Jupyter interactive widgets
isoduration 20.11.0 Operations with ISO 8601 durations
isort 5.13.2 A Python utility / library to sort Python imports.
itsdangerous 2.2.0 Safely pass data to untrusted environments and back.
janus 2.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco_classes 3.4.0 Utility functions for Python class constructs
jaraco_context 6.0.1 Useful decorators and context managers
jaraco_functools 4.1.0 Functools like those found in stdlib
jedi 0.19.2 An autocompletion tool for Python that can be used for text editors.
jellyfish 1.1.3 Approximate and phonetic matching of strings.
jinja2 3.1.2 A very fast and expressive template engine.
jiter 0.8.2 Fast iterable JSON parser.
joblib 1.4.2 Lightweight pipelining with Python functions
json5 0.9.14 A Python implementation of the JSON5 data format.
jsonpatch 1.33 Apply JSON-Patches (RFC 6902)
jsonpath_python 1.0.6 A more powerful JSONPath implementation in modern python
jsonpointer 2.4 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.19.2 An implementation of JSON Schema validation for Python
jsonschema_specifications 2023.12.1 The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia 0.6.2 Julia/Python bridge with IPython support.
jupyter 1.1.1 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 4.0.5 A Jupyter extension for rendering Bokeh content.
jupyter_client 8.6.2 Jupyter protocol implementation and client libraries
jupyter_console 6.6.3 Jupyter terminal console
jupyter_core 5.7.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events 0.10.0 Jupyter Event System library
jupyter_leaflet 0.19.2 ipyleaflet extensions for JupyterLab and Jupyter Notebook
jupyter_lsp 2.2.5 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_server 2.14.2 The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
jupyter_server_terminals 0.5.3 A Jupyter Server Extension Providing Terminals.
jupyterlab 4.3.4 JupyterLab computational environment
jupyterlab_pygments 0.3.0 Pygments theme using JupyterLab CSS variables
jupyterlab_server 2.27.3 A set of server components for JupyterLab and JupyterLab like applications.
jupyterlab_widgets 3.0.13 Jupyter interactive widgets for JupyterLab
keras 3.8.0 Multi-backend Keras
keyring 25.6.0 Store and access your passwords safely.
kiwisolver 1.4.7 A fast implementation of the Cassowary constraint solver
langchain 0.3.13 Building applications with LLMs through composability
langchain_core 0.3.28 Building applications with LLMs through composability
langchain_text_splitters 0.3.4 LangChain text splitting utilities
langsmith 0.2.6 Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.
lazy_loader 0.4 Makes it easy to load subpackages and functions on demand.
linkify_it_py 2.0.2 Links recognition library with FULL unicode support.
llvmlite 0.44.0rc2 lightweight wrapper around basic LLVM functionality
lmfit 1.3.1 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python on Linux and Windows
logfire_api 2.11.0 Shim for the Logfire SDK which does nothing unless Logfire is installed
lxml 5.3.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
mako 1.3.5 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.5.1 Python implementation of John Gruber's Markdown.
markdown_it_py 2.2.0 Python port of markdown-it. Markdown parsing, done right!
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
matplotlib 3.10.0 Python plotting package
matplotlib_inline 0.1.7 Inline Matplotlib backend for Jupyter
maturin 1.7.0 Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mdit_py_plugins 0.3.5 Collection of plugins for markdown-it-py
mdurl 0.1.2 Markdown URL utilities
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
missingno 0.5.1 Missing data visualization module for Python.
mistralai 1.2.5 Python Client SDK for the Mistral AI API.
mistune 2.0.5 A sane Markdown parser with useful plugins and renderers
mizani 0.11.4 Scales for Python
ml_dtypes 0.5.0
mlxtend 0.23.3 Machine Learning Library Extensions
more_itertools 10.2.0 More routines for operating on iterables, beyond itertools
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpmath 1.3.0 Python library for arbitrary-precision floating-point arithmetic
msal 1.30.0 The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
msal_extensions 1.2.0 Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
msgpack 1.0.4 MessagePack serializer
multidict 6.1.0 multidict implementation
multipledispatch 1.0.0 Multiple dispatch
mutagen 1.47.0 read and write audio tags for many formats
mypy 1.14.0 Optional static typing for Python
mypy_extensions 1.0.0 Type system extensions for programs checked with the mypy type checker.
mysql_connector_python 8.0.21 MySQL driver written in Python
namex 0.0.8 A simple utility to separate the implementation of your Python package and its public API surface.
narwhals 1.21.1 Extremely lightweight compatibility layer between dataframe libraries
nbclient 0.10.0 A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
nbconvert 7.16.1 Converting Jupyter Notebooks (.ipynb files) to other formats
nbformat 5.10.4 The Jupyter Notebook format
nest_asyncio 1.6.0 Patch asyncio to allow nested event loops
networkx 3.4.2 Python package for creating and manipulating graphs and networks
nltk 3.9.1 Natural Language Toolkit
notebook 7.3.1 Jupyter Notebook - A web-based notebook environment for interactive computing
notebook_shim 0.2.4 A shim layer for notebook traits and config
numba 0.61.0rc2 compiling Python code using LLVM
numpy 2.1.3 Fundamental package for array computing in Python
numpydoc 1.6.0 Sphinx extension to support docstrings in Numpy format
openai 1.58.1 The official Python library for the openai API
opencv_python 4.10.0.84 Wrapper package for OpenCV python bindings.
openpyxl 3.1.2 A Python library to read/write Excel 2010 xlsx/xlsm files
optree 0.13.1 Optimized PyTree Utilities.
optuna 3.6.1 A hyperparameter optimization framework
orjson 3.10.12 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp 0.6.7.post3 OSQP: The Operator Splitting QP Solver
outcome 1.3.0.post0 Capture the outcome of Python function calls.
overrides 7.7.0 A decorator to automatically detect mismatch when overriding a method.
packaging 24.2 Core utilities for Python packages
pandas 2.2.3 Powerful data structures for data analysis, time series, and statistics
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 1.5.4 The powerful data exploration & web app framework for Python.
papermill 2.6.0 Parameterize and run Jupyter and nteract Notebooks
param 2.1.1 Make your Python code clearer and more reliable by declaring Parameters.
paramiko 2.8.0 SSH2 protocol library
parso 0.8.4 A Python Parser
partd 1.4.0 Appendable key-value storage
pathspec 0.11.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.6 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 11.1.0 Python Imaging Library (Fork)
pint 0.23 Physical quantities module
pip 24.3.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.11.2 Query metadata from sdists / bdists / installed packages.
platformdirs 4.2.2 A small Python package for determining appropriate platform-specific dirs, e.g. a user data dir.
plotly 5.24.1 An open-source, interactive data visualization library for Python
plotnine 0.13.6 A Grammar of Graphics for Python
plotpy 2.7.0 Curve and image plotting tools for Python/Qt applications
pluggy 1.5.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
polars 1.19.0 Blazingly fast DataFrame library
portalocker 2.7.0 Wraps the portalocker recipe for easy usage
ppci 0.5.9 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
prince 0.15.0 Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
prometheus_client 0.18.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.48 Library for building powerful interactive command lines in Python
propcache 0.2.1 Accelerated property cache
protobuf 5.27.3
psutil 5.9.8 Cross-platform lib for process and system monitoring in Python.
psygnal 0.11.1 Fast python callback/event system modeled after Qt Signals
ptpython 3.0.29 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
pyarrow 18.1.0 Python library for Apache Arrow
pyasn1 0.4.8 ASN.1 types and codecs
pyasn1_modules 0.2.8 A collection of ASN.1-based protocols modules.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.13.6 Seamless operability between C++11 and Python
pycodestyle 2.12.0 Python style guide checker
pycparser 2.22 C parser in Python
pycryptodomex 3.20.0 Cryptographic library for Python
pyct 0.5.0 Python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 2.10.4 Data validation using Python type hints
pydantic_ai 0.0.15 Agent Framework / shim to use Pydantic with LLMs
pydantic_ai_slim 0.0.15 Agent Framework / shim to use Pydantic with LLMs, slim package
pydantic_core 2.27.2 Core functionality for Pydantic validation and serialization
pydeck 0.9.1 Widget for deck.gl maps
pydocstyle 6.3.0 Python docstring style checker
pydub 0.25.1 Manipulate audio with an simple and easy high level interface
pyerfa 2.0.1.4 Python bindings for ERFA
pyflakes 3.2.0 passive checker of Python programs
pygments 2.19.1 Pygments is a syntax highlighting package written in Python.
pyjwt 2.8.0 JSON Web Token implementation in Python
pylint 3.1.0 python code static checker
pylint_venv 3.0.3 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-lsp-server
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.10.1 Python driver for MongoDB http://www.mongodb.org
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.12 Nearest Neighbor Descent
pyodbc 5.2.0 DB API module for ODBC
pyogrio 0.10.0 Vectorized spatial vector file format I/O using GDAL/OGR
pyomo 6.8.0 Pyomo: Python Optimization Modeling Objects
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 3.2.1 pyparsing module - Classes and methods to define and execute parsing grammars
pypdf 3.15.2 A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pyproj 3.7.0 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyproject_hooks 1.1.0 Wrappers to call pyproject.toml-based build backend hooks.
pyqt5 5.15.10 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.16.1 The sip module support for PyQt5
pyqtgraph 0.13.7 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.6 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyserial 3.5 Python Serial Port Extension
pysimplegui 4.60.4 Python GUIs for Humans
pysocks 1.7.1 A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
pyspnego 0.11.2 Windows Negotiate Authentication Client and Server
pytest 8.2.2 pytest: simple powerful testing with Python
python_barcode 0.15.1 Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 1.0.1 Read key-value pairs from a .env file and set them as environment variables
python_json_logger 2.0.7 A python library adding a json log formatter
python_lsp_black 2.0.0 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.1.2 JSON RPC 2.0 server library
python_lsp_server 1.12.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.9 A streaming multipart parser for Python
python_slugify 8.0.4 A Python slugify application that also handles Unicode
pythonqwt 0.14.2 Qt plotting widgets for Python
pytoolconfig 1.3.1 Python tool configuration
pytz 2024.1 World timezone definitions, modern and historical
pyviz_comms 3.0.3 A JupyterLab extension for rendering HoloViz content.
pywavelets 1.8.0 PyWavelets, wavelet transform module
pywin32 308 Python for Window Extensions
pywin32_ctypes 0.2.2 A (partial) reimplementation of pywin32 using ctypes/cffi
pywinpty 2.0.14 Pseudo terminal support for Windows from Python.
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0.2 YAML parser and emitter for Python
pyzmq 26.2.0 Python bindings for 0MQ
qdarkstyle 3.2.3 The most complete dark/light style sheet for C++/Python and Qt applications
qdldl 0.1.7.post5 QDLDL, a free LDL factorization routine.
qrcode 8.0 QR Code image generator
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.3.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.5.2 Jupyter Qt console
qtpy 2.4.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
quantecon 0.7.2 Import the main names to top level.
quart 0.19.4 A Python ASGI web microframework with the same API as Flask
rapidfuzz 3.9.6 rapid fuzzy string matching
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 5.0.3 Python client for Redis database and key-value store
referencing 0.35.1 JSON Referencing + Python
regex 2024.11.6 Alternative regular expression module, to replace re.
reportlab 4.2.2 The Reportlab Toolkit
requests 2.32.3 Python HTTP for Humans.
requests_ntlm 1.3.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 1.0.0 A utility belt for advanced users of python-requests
rfc3339_validator 0.1.4 A pure python RFC3339 validator
rfc3986 2.0.0 Validating URI References per RFC 3986
rfc3986_validator 0.1.1 Pure python rfc3986 validator
rich 13.9.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope 1.12.0 a python refactoring library...
rpds_py 0.22.3 Python bindings to Rust's persistent data structures (rpds)
rsa 4.7.2 Pure-Python RSA implementation
rtree 1.1.0 R-Tree spatial index for Python GIS
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_image 0.25.0 Image processing in Python
scikit_learn 1.6.1 A set of python modules for machine learning and data mining
scipy 1.15.1 Fundamental algorithms for scientific computing in Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.7 Splitting conic solver
seaborn 0.13.2 Statistical data visualization
send2trash 1.8.2 Send file to trash natively under Mac OS X, Windows and Linux
setuptools 75.6.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 2.0.6 Manipulation and analysis of geometric objects
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.19.3 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
sklearn_compat 0.1.3 Ease support for compatible scikit-learn estimators across versions
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
sniffio 1.3.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 29 stemmers for 28 languages generated from Snowball algorithms.
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.6 Play and Record Sound with Python
soupsieve 2.5 A modern CSS selector implementation for Beautiful Soup.
sphinx 7.3.7 Python documentation generator
sphinx_rtd_theme 2.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.8 sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.6 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
sphinxcontrib_htmlhelp 2.0.5 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery 4.1 Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.7 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
sphinxcontrib_serializinghtml 1.1.9 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
spyder 5.5.6 The Scientific Python Development Environment
spyder_kernels 2.5.2 Jupyter kernels for Spyder's console
sqlalchemy 2.0.35 Database Abstraction Library
sqlite_bro 0.13.1 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.38 CLI tool and Python library for manipulating SQLite databases
sqlparse 0.5.3 A non-validating SQL parser.
squarify 0.4.4 Pure Python implementation of the squarify treemap layout algorithm
sspilib 0.2.0 SSPI API bindings for Python
sspyrs 0.3 Lightweight interface for SSRS reports to python
stack_data 0.6.3 Extract data from python stack frames and tracebacks for informative displays
starlette 0.41.3 The little ASGI library that shines.
statsmodels 0.14.4 Statistical computations and models for Python
streamlit 1.41.1 A faster way to build and share data apps
streamz 0.6.3 Streams
sympy 1.13.2 Computer algebra system (CAS) in Python
tabulate 0.9.0 Pretty-print tabular data
tblib 3.0.0 Traceback serialization library.
tenacity 8.5.0 Retry code until it succeeds
termcolor 2.5.0 ANSI color formatting for output in terminal
terminado 0.18.1 Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.6.2 Compute distance between the two texts.
thefuzz 0.22.1 Fuzzy string matching in python
threadpoolctl 3.5.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2025.1.10 Read and write TIFF files
tiktoken 0.8.0 tiktoken is a fast BPE tokeniser for use with OpenAI's models
tinycss2 1.3.0 A tiny CSS parser
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.12.3 Style preserving TOML library
toolz 1.0.0 List processing tools and functional utilities
tornado 6.4.2 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.66.4 Fast, Extensible Progress Meter
traitlets 5.14.1 Traitlets Python configuration system
traittypes 0.2.1 Scipy trait types
trio 0.28.0 A friendly Python library for async concurrency and I/O
trove_classifiers 2024.10.21.16 Canonical source for classifiers on PyPI (pypi.org).
twine 6.0.1 Collection of utilities for publishing packages on PyPI
types_python_dateutil 2.9.0.20240316 Typing stubs for python-dateutil
typing_extensions 4.12.2 Backported and Experimental Type Hints for Python 3.8+
typing_inspect 0.9.0 Runtime inspection utilities for typing module.
tzdata 2024.1 Provider of IANA time zone data
tzlocal 5.2 tzinfo object for the local timezone
uc_micro_py 1.0.1 Micro subset of unicode data files for linkify-it-py projects.
ujson 5.10.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.6 Uniform Manifold Approximation and Projection
uncertainties 3.1.7 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
uri_template 1.3.0 RFC 6570 URI Template Processor
urllib3 2.0.3 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.30.3 The lightning-fast ASGI server.
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
waitress 3.0.0 Waitress WSGI server
watchdog 4.0.1 Filesystem events monitoring
wcwidth 0.2.13 Measures the displayed width of unicode strings in a terminal
webcolors 1.12 A library for working with color names and color values formats defined by HTML and CSS.
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.8.0 WebSocket client for Python with low level API options
websockets 13.1 An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug 3.0.3 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.44.0 A built-package format for Python
widgetsnbextension 4.0.13 Jupyter interactive widgets for Jupyter Notebook
winpython 11.3.20250104 WinPython distribution tools, including WPPM
wordcloud 1.9.4 A little word cloud generator
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2025.1.1 N-D labeled arrays and datasets in Python
xlsxwriter 3.1.9 A Python module for creating Excel XLSX files.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2023.10.1 Source of XYZ tiles providers
yapf 0.40.1 A formatter for Python code.
yarl 1.18.3 Yet another URL library
yt_dlp 2023.7.6 A youtube-dl fork with additional features and patches
zict 3.0.0 Mutable mapping tools
zipp 3.21.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.23.0 Zstandard bindings for Python

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stonebig commented Jan 23, 2025

WinPython 2024-04 b2 (2025-01-23)

Changes from WinPython 2024-05 b1 :

  • Infrastructure:
    • python-3.14.0a4
    • cleanups in env_for_icons.bat logic
  • New Packages:
  • Upgraded Packages:
    • pyarrow-19.0.0, numba-0.61.0
    • polars-1.20.0
  • Removed Packages:

Areas of particular interest for testers:

  • numba-0.61.0 final
  • python-3.14.0a4

Next build: b3

  • python-3.14.0a5, python-3.13.2

binaries at:

MD5 SHA-1 SHA-256 Binary Size blake2b-256
6fde7791ecf14c80c7ad3a4998b17c03 b438fe2709804fc8d3b52f4f9e8ad8ed321f8ed2 efd6efea5e1818a4ab2399303f19cdb75688fba04b1d90ad9dd82b34fdae1dc6 Winpython64-3.12.8.1dotb2.exe 23 353 593 Bytes 08e1420427f4b6d443c6d626e4e2ee191683c5c1248672680e456861415d7748
908e12132827b58e78c5007f25ac12b6 f2ee42f946fdf13b00b1a8f438fe709bcf7daff4 378b313a8aafccec7191f9f83611a1d1f49eea5cde29915756bad3a174eb1ee1 Winpython64-3.12.8.1dotb2.7z 23 138 550 Bytes b0abe8c710eb8c1a5bb26d687a6bb2524a21b43d4ccbad58d177bcc21b919f62
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WinPython 3.13.1.1slim

The following packages are included in WinPython-64bit v3.13.1.1slim b2.

Tools

Name Version Description
Pandoc 3.1.9 a universal document converter

Python packages

Name Version Description
Python 3.13.1 Python programming language with standard library
absl_py 2.0.0 Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
adbc_driver_manager 1.3.0 A generic entrypoint for ADBC drivers.
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
aiofiles 23.2.1 File support for asyncio.
aiohappyeyeballs 2.4.4 Happy Eyeballs for asyncio
aiohttp 3.11.11 Async http client/server framework (asyncio)
aiosignal 1.3.1 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.20.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.16 A light, configurable Sphinx theme
alembic 1.13.1 A database migration tool for SQLAlchemy.
altair 5.5.0 Vega-Altair: A declarative statistical visualization library for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
annotated_types 0.6.0 Reusable constraint types to use with typing.Annotated
ansicolors 1.1.8 ANSI colors for Python
anthropic 0.42.0 The official Python library for the anthropic API
anyio 4.7.0 High level compatibility layer for multiple asynchronous event loop implementations
anywidget 0.9.12 custom jupyter widgets made easy
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 23.1.0 Argon2 for Python
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
array_api_compat 1.10.0 A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow 1.3.0 Better dates & times for Python
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.8.1 ASGI specs, helper code, and adapters
asn1crypto 1.5.1 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
asteval 0.9.31 Safe, minimalistic evaluator of python expression using ast module
astroid 3.1.0 An abstract syntax tree for Python with inference support.
astropy 6.1.6 Astronomy and astrophysics core library
astropy_iers_data 0.2024.12.23.0.33.24 IERS Earth Rotation and Leap Second tables for the astropy core package
asttokens 2.4.1 Annotate AST trees with source code positions
async_lru 2.0.4 Simple LRU cache for asyncio
atomicwrites 1.4.0 Atomic file writes.
attrs 23.2.0 Classes Without Boilerplate
autopep8 2.0.4 A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core 1.30.2 Microsoft Azure Core Library for Python
azure_cosmos 4.7.0 Microsoft Azure Cosmos Client Library for Python
azure_identity 1.16.1 Microsoft Azure Identity Library for Python
babel 2.16.0 Internationalization utilities
baresql 0.8.0 playing SQL directly on Python datas
bcrypt 4.0.1 Modern password hashing for your software and your servers
beautifulsoup4 4.12.2 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 24.10.0 The uncompromising code formatter.
bleach 6.1.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.7.0 Fast, simple object-to-object and broadcast signaling
bokeh 3.6.2 Interactive plots and applications in the browser from Python
branca 0.8.0 Generate complex HTML+JS pages with Python
brotli 1.1.0 Python bindings for the Brotli compression library
build 1.2.2.post1 A simple, correct Python build frontend
cachelib 0.13.0 A collection of cache libraries in the same API interface.
cachetools 5.4.0 Extensible memoizing collections and decorators
certifi 2024.6.2 Python package for providing Mozilla's CA Bundle.
cffi 1.17.1 Foreign Function Interface for Python calling C code.
chardet 5.2.0 Universal encoding detector for Python 3
charset_normalizer 3.4.0 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
clarabel 0.9.0 Clarabel Conic Interior Point Solver for Rust / Python
click 8.1.7 Composable command line interface toolkit
click_default_group 1.2.4 click_default_group
cloudpickle 3.0.0 Pickler class to extend the standard pickle.Pickler functionality
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.1.0 Collection of perceptually uniform colormaps
colorlog 6.8.2 Add colours to the output of Python's logging module.
comm 0.2.2 Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
contourpy 1.3.1 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.6.0 A command-line utility that creates projects from project templates, e.g
cryptography 44.0.0 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cvxopt 1.3.2 Convex optimization package
cvxpy 1.6.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.12.1 Composable style cycles
cython 3.0.11 The Cython compiler for writing C extensions in the Python language.
cytoolz 1.0.1 Cython implementation of Toolz: High performance functional utilities
dask 2024.12.1 Parallel PyData with Task Scheduling
dask_expr 1.1.21 High Level Expressions for Dask
datasette 0.64.8 An open source multi-tool for exploring and publishing data
datasette_graphql 2.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.16.3 Data visualization toolchain based on aggregating into a grid
db_py 0.5.4b1 a db package that doesn't suck
deap 1.4.2 Distributed Evolutionary Algorithms in Python
debugpy 1.8.0 An implementation of the Debug Adapter Protocol for Python
decorator 5.1.1 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
diff_match_patch 20230430 Diff Match and Patch
dill 0.3.7 serialize all of Python
distributed 2024.12.1 Distributed scheduler for Dask
distro 1.8.0 Distro - an OS platform information API
django 5.0.7 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython 2.6.1 DNS toolkit
docopt 0.6.2 Pythonic argument parser, that will make you smile
docstring_to_markdown 0.13 On the fly conversion of Python docstrings to markdown
docutils 0.20.1 Docutils -- Python Documentation Utilities
duckdb 1.1.3 DuckDB in-process database
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
eval_type_backport 0.2.2 Like typing._eval_type, but lets older Python versions use newer typing features.
executing 2.0.1 Get the currently executing AST node of a frame, and other information
faker 33.3.1 Faker is a Python package that generates fake data for you.
fast_histogram 0.14 Fast simple 1D and 2D histograms
fastapi 0.115.6 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastjsonschema 2.18.0 Fastest Python implementation of JSON schema
filelock 3.14.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
flake8 7.1.1 the modular source code checker: pep8 pyflakes and co
flask 3.0.3 A simple framework for building complex web applications.
flask_mail 0.9.1 Flask extension for sending email
flask_session 0.5.0 Server-side session support for Flask
flask_sqlalchemy 3.0.5 Add SQLAlchemy support to your Flask application.
flit 3.9.0 A simple packaging tool for simple packages.
flit_core 3.9.0 Distribution-building parts of Flit. See flit package for more information
folium 0.18.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.55.3 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
fqdn 1.5.1 Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
frozenlist 1.5.0 A list-like structure which implements collections.abc.MutableSequence
fsspec 2024.6.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
geographiclib 2.0 The geodesic routines from GeographicLib
geopandas 1.0.1 Geographic pandas extensions
geopy 2.4.1 Python Geocoding Toolbox
gitdb 4.0.10 Git Object Database
gitpython 3.1.32 GitPython is a Python library used to interact with Git repositories
google_auth 2.37.0 Google Authentication Library
graphene 3.3 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core
greenlet 3.1.1 Lightweight in-process concurrent programming
griffe 1.5.4 Signatures for entire Python programs
groq 0.13.1 The official Python library for the groq API
guidata 3.7.1 Automatic GUI generation for easy dataset editing and display
h11 0.14.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.12.1 Read and write HDF5 files from Python
hatchling 1.27.0 Modern, extensible Python build backend
holoviews 1.20.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 1.0.5 A minimal low-level HTTP client.
httpie 3.2.4 HTTPie: modern, user-friendly command-line HTTP client for the API era.
httpx 0.27.2 The next generation HTTP client.
huggingface_hub 0.27.0 Client library to download and publish models, datasets and other repos on the huggingface.co hub
hupper 1.12 Integrated process monitor for developing and reloading daemons.
hvplot 0.11.2 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.16.0 A ASGI Server based on Hyper libraries and inspired by Gunicorn
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.122.3 A library for property-based testing
idna 3.7 Internationalized Domain Names in Applications (IDNA)
imageio 2.33.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.13.0 Toolbox for imbalanced dataset in machine learning
importlib_metadata 7.1.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 2.0.0 brain-dead simple config-ini parsing
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.2 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.29.5 IPython Kernel for Jupyter
ipyleaflet 0.19.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.4 Matplotlib Jupyter Extension
ipython 8.31.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.5.0 RDBMS access via IPython
ipywidgets 8.1.5 Jupyter interactive widgets
isoduration 20.11.0 Operations with ISO 8601 durations
isort 5.13.2 A Python utility / library to sort Python imports.
itsdangerous 2.2.0 Safely pass data to untrusted environments and back.
janus 2.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco_classes 3.4.0 Utility functions for Python class constructs
jaraco_context 6.0.1 Useful decorators and context managers
jaraco_functools 4.1.0 Functools like those found in stdlib
jedi 0.19.2 An autocompletion tool for Python that can be used for text editors.
jellyfish 1.1.3 Approximate and phonetic matching of strings.
jinja2 3.1.2 A very fast and expressive template engine.
jiter 0.8.2 Fast iterable JSON parser.
joblib 1.4.2 Lightweight pipelining with Python functions
json5 0.9.14 A Python implementation of the JSON5 data format.
jsonpatch 1.33 Apply JSON-Patches (RFC 6902)
jsonpath_python 1.0.6 A more powerful JSONPath implementation in modern python
jsonpointer 2.4 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.19.2 An implementation of JSON Schema validation for Python
jsonschema_specifications 2023.12.1 The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia 0.6.2 Julia/Python bridge with IPython support.
jupyter 1.1.1 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 4.0.5 A Jupyter extension for rendering Bokeh content.
jupyter_client 8.6.2 Jupyter protocol implementation and client libraries
jupyter_console 6.6.3 Jupyter terminal console
jupyter_core 5.7.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events 0.10.0 Jupyter Event System library
jupyter_leaflet 0.19.2 ipyleaflet extensions for JupyterLab and Jupyter Notebook
jupyter_lsp 2.2.5 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_server 2.14.2 The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
jupyter_server_terminals 0.5.3 A Jupyter Server Extension Providing Terminals.
jupyterlab 4.3.4 JupyterLab computational environment
jupyterlab_pygments 0.3.0 Pygments theme using JupyterLab CSS variables
jupyterlab_server 2.27.3 A set of server components for JupyterLab and JupyterLab like applications.
jupyterlab_widgets 3.0.13 Jupyter interactive widgets for JupyterLab
keras 3.8.0 Multi-backend Keras
keyring 25.6.0 Store and access your passwords safely.
kiwisolver 1.4.7 A fast implementation of the Cassowary constraint solver
langchain 0.3.13 Building applications with LLMs through composability
langchain_core 0.3.28 Building applications with LLMs through composability
langchain_text_splitters 0.3.4 LangChain text splitting utilities
langsmith 0.2.6 Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.
lazy_loader 0.4 Makes it easy to load subpackages and functions on demand.
linkify_it_py 2.0.2 Links recognition library with FULL unicode support.
llvmlite 0.44.0 lightweight wrapper around basic LLVM functionality
lmfit 1.3.1 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python on Linux and Windows
logfire_api 2.11.0 Shim for the Logfire SDK which does nothing unless Logfire is installed
lxml 5.3.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
mako 1.3.5 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.5.1 Python implementation of John Gruber's Markdown.
markdown_it_py 2.2.0 Python port of markdown-it. Markdown parsing, done right!
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
matplotlib 3.10.0 Python plotting package
matplotlib_inline 0.1.7 Inline Matplotlib backend for Jupyter
maturin 1.8.1 Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mdit_py_plugins 0.3.5 Collection of plugins for markdown-it-py
mdurl 0.1.2 Markdown URL utilities
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
missingno 0.5.1 Missing data visualization module for Python.
mistralai 1.2.5 Python Client SDK for the Mistral AI API.
mistune 2.0.5 A sane Markdown parser with useful plugins and renderers
mizani 0.11.4 Scales for Python
ml_dtypes 0.5.0
mlxtend 0.23.3 Machine Learning Library Extensions
more_itertools 10.2.0 More routines for operating on iterables, beyond itertools
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpmath 1.3.0 Python library for arbitrary-precision floating-point arithmetic
msal 1.30.0 The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
msal_extensions 1.2.0 Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
msgpack 1.0.4 MessagePack serializer
multidict 6.1.0 multidict implementation
multipledispatch 1.0.0 Multiple dispatch
mutagen 1.47.0 read and write audio tags for many formats
mypy 1.14.0 Optional static typing for Python
mypy_extensions 1.0.0 Type system extensions for programs checked with the mypy type checker.
mysql_connector_python 8.0.21 MySQL driver written in Python
namex 0.0.8 A simple utility to separate the implementation of your Python package and its public API surface.
narwhals 1.21.1 Extremely lightweight compatibility layer between dataframe libraries
nbclient 0.10.0 A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
nbconvert 7.16.1 Converting Jupyter Notebooks (.ipynb files) to other formats
nbformat 5.10.4 The Jupyter Notebook format
nest_asyncio 1.6.0 Patch asyncio to allow nested event loops
networkx 3.4.2 Python package for creating and manipulating graphs and networks
nltk 3.9.1 Natural Language Toolkit
notebook 7.3.1 Jupyter Notebook - A web-based notebook environment for interactive computing
notebook_shim 0.2.4 A shim layer for notebook traits and config
numba 0.61.0 compiling Python code using LLVM
numpy 2.1.3 Fundamental package for array computing in Python
numpydoc 1.6.0 Sphinx extension to support docstrings in Numpy format
openai 1.58.1 The official Python library for the openai API
opencv_python 4.10.0.84 Wrapper package for OpenCV python bindings.
openpyxl 3.1.2 A Python library to read/write Excel 2010 xlsx/xlsm files
optree 0.13.1 Optimized PyTree Utilities.
optuna 3.6.1 A hyperparameter optimization framework
orjson 3.10.12 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp 0.6.7.post3 OSQP: The Operator Splitting QP Solver
outcome 1.3.0.post0 Capture the outcome of Python function calls.
overrides 7.7.0 A decorator to automatically detect mismatch when overriding a method.
packaging 24.2 Core utilities for Python packages
pandas 2.2.3 Powerful data structures for data analysis, time series, and statistics
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 1.5.4 The powerful data exploration & web app framework for Python.
papermill 2.6.0 Parameterize and run Jupyter and nteract Notebooks
param 2.1.1 Make your Python code clearer and more reliable by declaring Parameters.
paramiko 2.8.0 SSH2 protocol library
parso 0.8.4 A Python Parser
partd 1.4.0 Appendable key-value storage
pathspec 0.11.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.6 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 11.1.0 Python Imaging Library (Fork)
pint 0.23 Physical quantities module
pip 24.3.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.11.2 Query metadata from sdists / bdists / installed packages.
platformdirs 4.2.2 A small Python package for determining appropriate platform-specific dirs, e.g. a user data dir.
plotly 5.24.1 An open-source, interactive data visualization library for Python
plotnine 0.13.6 A Grammar of Graphics for Python
plotpy 2.7.0 Curve and image plotting tools for Python/Qt applications
pluggy 1.5.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
polars 1.20.0 Blazingly fast DataFrame library
portalocker 2.7.0 Wraps the portalocker recipe for easy usage
ppci 0.5.9 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
prince 0.15.0 Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
prometheus_client 0.18.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.48 Library for building powerful interactive command lines in Python
propcache 0.2.1 Accelerated property cache
protobuf 5.27.3
psutil 5.9.8 Cross-platform lib for process and system monitoring in Python.
psygnal 0.11.1 Fast python callback/event system modeled after Qt Signals
ptpython 3.0.29 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
pyarrow 19.0.0 Python library for Apache Arrow
pyasn1 0.4.8 ASN.1 types and codecs
pyasn1_modules 0.2.8 A collection of ASN.1-based protocols modules.
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.13.6 Seamless operability between C++11 and Python
pycodestyle 2.12.0 Python style guide checker
pycparser 2.22 C parser in Python
pycryptodomex 3.20.0 Cryptographic library for Python
pyct 0.5.0 Python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 2.10.4 Data validation using Python type hints
pydantic_ai 0.0.15 Agent Framework / shim to use Pydantic with LLMs
pydantic_ai_slim 0.0.15 Agent Framework / shim to use Pydantic with LLMs, slim package
pydantic_core 2.27.2 Core functionality for Pydantic validation and serialization
pydeck 0.9.1 Widget for deck.gl maps
pydocstyle 6.3.0 Python docstring style checker
pydub 0.25.1 Manipulate audio with an simple and easy high level interface
pyerfa 2.0.1.4 Python bindings for ERFA
pyflakes 3.2.0 passive checker of Python programs
pygments 2.19.1 Pygments is a syntax highlighting package written in Python.
pyjwt 2.8.0 JSON Web Token implementation in Python
pylint 3.1.0 python code static checker
pylint_venv 3.0.3 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-lsp-server
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.10.1 Python driver for MongoDB http://www.mongodb.org
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.12 Nearest Neighbor Descent
pyodbc 5.2.0 DB API module for ODBC
pyogrio 0.10.0 Vectorized spatial vector file format I/O using GDAL/OGR
pyomo 6.8.0 Pyomo: Python Optimization Modeling Objects
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 3.2.1 pyparsing module - Classes and methods to define and execute parsing grammars
pypdf 3.15.2 A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pyproj 3.7.0 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyproject_hooks 1.1.0 Wrappers to call pyproject.toml-based build backend hooks.
pyqt5 5.15.10 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.16.1 The sip module support for PyQt5
pyqtgraph 0.13.7 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.6 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyserial 3.5 Python Serial Port Extension
pysimplegui 4.60.4 Python GUIs for Humans
pysocks 1.7.1 A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
pyspnego 0.11.2 Windows Negotiate Authentication Client and Server
pytest 8.2.2 pytest: simple powerful testing with Python
python_barcode 0.15.1 Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 1.0.1 Read key-value pairs from a .env file and set them as environment variables
python_json_logger 2.0.7 A python library adding a json log formatter
python_lsp_black 2.0.0 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.1.2 JSON RPC 2.0 server library
python_lsp_server 1.12.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.9 A streaming multipart parser for Python
python_slugify 8.0.4 A Python slugify application that also handles Unicode
pythonqwt 0.14.2 Qt plotting widgets for Python
pytoolconfig 1.3.1 Python tool configuration
pytz 2024.1 World timezone definitions, modern and historical
pyviz_comms 3.0.3 A JupyterLab extension for rendering HoloViz content.
pywavelets 1.8.0 PyWavelets, wavelet transform module
pywin32 308 Python for Window Extensions
pywin32_ctypes 0.2.2 A (partial) reimplementation of pywin32 using ctypes/cffi
pywinpty 2.0.14 Pseudo terminal support for Windows from Python.
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0.2 YAML parser and emitter for Python
pyzmq 26.2.0 Python bindings for 0MQ
qdarkstyle 3.2.3 The most complete dark/light style sheet for C++/Python and Qt applications
qdldl 0.1.7.post5 QDLDL, a free LDL factorization routine.
qrcode 8.0 QR Code image generator
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.3.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.5.2 Jupyter Qt console
qtpy 2.4.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
quantecon 0.7.2 Import the main names to top level.
quart 0.19.4 A Python ASGI web microframework with the same API as Flask
rapidfuzz 3.9.6 rapid fuzzy string matching
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 5.0.3 Python client for Redis database and key-value store
referencing 0.35.1 JSON Referencing + Python
regex 2024.11.6 Alternative regular expression module, to replace re.
reportlab 4.2.2 The Reportlab Toolkit
requests 2.32.3 Python HTTP for Humans.
requests_ntlm 1.3.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 1.0.0 A utility belt for advanced users of python-requests
rfc3339_validator 0.1.4 A pure python RFC3339 validator
rfc3986 2.0.0 Validating URI References per RFC 3986
rfc3986_validator 0.1.1 Pure python rfc3986 validator
rich 13.9.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope 1.12.0 a python refactoring library...
rpds_py 0.22.3 Python bindings to Rust's persistent data structures (rpds)
rsa 4.7.2 Pure-Python RSA implementation
rtree 1.1.0 R-Tree spatial index for Python GIS
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_image 0.25.0 Image processing in Python
scikit_learn 1.6.1 A set of python modules for machine learning and data mining
scipy 1.15.1 Fundamental algorithms for scientific computing in Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.7 Splitting conic solver
seaborn 0.13.2 Statistical data visualization
send2trash 1.8.2 Send file to trash natively under Mac OS X, Windows and Linux
setuptools 75.6.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 2.0.6 Manipulation and analysis of geometric objects
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.19.3 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
sklearn_compat 0.1.3 Ease support for compatible scikit-learn estimators across versions
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
sniffio 1.3.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 29 stemmers for 28 languages generated from Snowball algorithms.
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.6 Play and Record Sound with Python
soupsieve 2.5 A modern CSS selector implementation for Beautiful Soup.
sphinx 7.3.7 Python documentation generator
sphinx_rtd_theme 2.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.8 sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.6 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
sphinxcontrib_htmlhelp 2.0.5 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery 4.1 Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.7 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
sphinxcontrib_serializinghtml 1.1.9 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
spyder 5.5.6 The Scientific Python Development Environment
spyder_kernels 2.5.2 Jupyter kernels for Spyder's console
sqlalchemy 2.0.35 Database Abstraction Library
sqlite_bro 0.13.1 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.38 CLI tool and Python library for manipulating SQLite databases
sqlparse 0.5.3 A non-validating SQL parser.
squarify 0.4.4 Pure Python implementation of the squarify treemap layout algorithm
sspilib 0.2.0 SSPI API bindings for Python
sspyrs 0.3 Lightweight interface for SSRS reports to python
stack_data 0.6.3 Extract data from python stack frames and tracebacks for informative displays
starlette 0.41.3 The little ASGI library that shines.
statsmodels 0.14.4 Statistical computations and models for Python
streamlit 1.41.1 A faster way to build and share data apps
streamz 0.6.3 Streams
sympy 1.13.2 Computer algebra system (CAS) in Python
tabulate 0.9.0 Pretty-print tabular data
tblib 3.0.0 Traceback serialization library.
tenacity 8.5.0 Retry code until it succeeds
termcolor 2.5.0 ANSI color formatting for output in terminal
terminado 0.18.1 Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.6.2 Compute distance between the two texts.
thefuzz 0.22.1 Fuzzy string matching in python
threadpoolctl 3.5.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2025.1.10 Read and write TIFF files
tiktoken 0.8.0 tiktoken is a fast BPE tokeniser for use with OpenAI's models
tinycss2 1.3.0 A tiny CSS parser
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.12.3 Style preserving TOML library
toolz 1.0.0 List processing tools and functional utilities
tornado 6.4.2 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.66.4 Fast, Extensible Progress Meter
traitlets 5.14.1 Traitlets Python configuration system
traittypes 0.2.1 Scipy trait types
trio 0.28.0 A friendly Python library for async concurrency and I/O
trove_classifiers 2024.10.21.16 Canonical source for classifiers on PyPI (pypi.org).
twine 6.0.1 Collection of utilities for publishing packages on PyPI
types_python_dateutil 2.9.0.20240316 Typing stubs for python-dateutil
typing_extensions 4.12.2 Backported and Experimental Type Hints for Python 3.8+
typing_inspect 0.9.0 Runtime inspection utilities for typing module.
tzdata 2024.1 Provider of IANA time zone data
tzlocal 5.2 tzinfo object for the local timezone
uc_micro_py 1.0.1 Micro subset of unicode data files for linkify-it-py projects.
ujson 5.10.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.6 Uniform Manifold Approximation and Projection
uncertainties 3.1.7 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
uri_template 1.3.0 RFC 6570 URI Template Processor
urllib3 2.0.3 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.30.3 The lightning-fast ASGI server.
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
waitress 3.0.0 Waitress WSGI server
watchdog 4.0.1 Filesystem events monitoring
wcwidth 0.2.13 Measures the displayed width of unicode strings in a terminal
webcolors 1.12 A library for working with color names and color values formats defined by HTML and CSS.
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.8.0 WebSocket client for Python with low level API options
websockets 13.1 An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug 3.0.3 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.44.0 A built-package format for Python
widgetsnbextension 4.0.13 Jupyter interactive widgets for Jupyter Notebook
winpython 11.4.20250119 WinPython distribution tools, including WPPM
wordcloud 1.9.4 A little word cloud generator
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2025.1.1 N-D labeled arrays and datasets in Python
xlsxwriter 3.1.9 A Python module for creating Excel XLSX files.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2023.10.1 Source of XYZ tiles providers
yapf 0.40.1 A formatter for Python code.
yarl 1.18.3 Yet another URL library
yt_dlp 2023.7.6 A youtube-dl fork with additional features and patches
zict 3.0.0 Mutable mapping tools
zipp 3.21.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.23.0 Zstandard bindings for Python

History of changes for WinPython-64bit 3.13.1.1slim

The following changes were made to WinPython-64bit distribution since version 3.13.1.0slim.

Python packages

New packages:

  • cvxpy 1.6.0 (A domain-specific language for modeling convex optimization problems in Python.)

  • cytoolz 1.0.1 (Cython implementation of Toolz: High performance functional utilities)

  • deap 1.4.2 (Distributed Evolutionary Algorithms in Python)

  • faker 33.3.1 (Faker is a Python package that generates fake data for you.)

  • geopandas 1.0.1 (Geographic pandas extensions)

  • osqp 0.6.7.post3 (OSQP: The Operator Splitting QP Solver)

  • prince 0.15.0 (Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA)

  • pyogrio 0.10.0 (Vectorized spatial vector file format I/O using GDAL/OGR)

  • pyproj 3.7.0 (Python interface to PROJ (cartographic projections and coordinate transformations library))

  • pyspnego 0.11.2 (Windows Negotiate Authentication Client and Server)

  • pywavelets 1.8.0 (PyWavelets, wavelet transform module)

  • qdldl 0.1.7.post5 (QDLDL, a free LDL factorization routine.)

  • scs 3.2.7 (Splitting conic solver)

  • shapely 2.0.6 (Manipulation and analysis of geometric objects)

  • sklearn_compat 0.1.3 (Ease support for compatible scikit-learn estimators across versions)

  • squarify 0.4.4 (Pure Python implementation of the squarify treemap layout algorithm)

  • sspilib 0.2.0 (SSPI API bindings for Python)

  • termcolor 2.5.0 (ANSI color formatting for output in terminal)

  • thefuzz 0.22.1 (Fuzzy string matching in python)

  • tiktoken 0.8.0 (tiktoken is a fast BPE tokeniser for use with OpenAI's models)

Upgraded packages:

  • array_api_compat 1.8 → 1.10.0 (A wrapper around NumPy and other array libraries to make them compatible with the Array API standard)

  • bokeh 3.6.1 → 3.6.2 (Interactive plots and applications in the browser from Python)

  • cryptography 41.0.5 → 44.0.0 (cryptography is a package which provides cryptographic recipes and primitives to Python developers.)

  • hypothesis 6.108.5 → 6.122.3 (A library for property-based testing)

  • imbalanced_learn 0.12.3 → 0.13.0 (Toolbox for imbalanced dataset in machine learning)

  • ipython 8.26.0 → 8.31.0 (IPython: Productive Interactive Computing)

  • janus 1.0.0 → 2.0.0 (Mixed sync-async queue to interoperate between asyncio tasks and classic threads)

  • jaraco_context 5.3.0 → 6.0.1 (Useful decorators and context managers)

  • jaraco_functools 4.0.1 → 4.1.0 (Functools like those found in stdlib)

  • jedi 0.19.1 → 0.19.2 (An autocompletion tool for Python that can be used for text editors.)

  • keras 3.7.0 → 3.8.0 (Multi-backend Keras)

  • keyring 25.2.1 → 25.6.0 (Store and access your passwords safely.)

  • llvmlite 0.44.0rc2 → 0.44.0 (lightweight wrapper around basic LLVM functionality)

  • maturin 1.7.0 → 1.8.1 (Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages)

  • mlxtend 0.22.0 → 0.23.3 (Machine Learning Library Extensions)

  • narwhals 1.15.2 → 1.21.1 (Extremely lightweight compatibility layer between dataframe libraries)

  • numba 0.61.0rc2 → 0.61.0 (compiling Python code using LLVM)

  • pillow 11.0.0 → 11.1.0 (Python Imaging Library (Fork))

  • polars 1.18.0 → 1.20.0 (Blazingly fast DataFrame library)

  • pyarrow 18.1.0 → 19.0.0 (Python library for Apache Arrow)

  • pygments 2.18.0 → 2.19.1 (Pygments is a syntax highlighting package written in Python.)

  • pyparsing 3.1.2 → 3.2.1 (pyparsing module - Classes and methods to define and execute parsing grammars)

  • qrcode 7.4.2 → 8.0 (QR Code image generator)

  • requests_ntlm 1.1.0 → 1.3.0 (This package allows for HTTP NTLM authentication using the requests library.)

  • scikit_learn 1.6.0 → 1.6.1 (A set of python modules for machine learning and data mining)

  • scipy 1.14.1 → 1.15.1 (Fundamental algorithms for scientific computing in Python)

  • sqlite_utils 3.37 → 3.38 (CLI tool and Python library for manipulating SQLite databases)

  • sqlparse 0.4.3 → 0.5.3 (A non-validating SQL parser.)

  • tifffile 2024.7.2 → 2025.1.10 (Read and write TIFF files)

  • toolz 0.12.0 → 1.0.0 (List processing tools and functional utilities)

  • tornado 6.4.1 → 6.4.2 (Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.)

  • trio 0.27.0 → 0.28.0 (A friendly Python library for async concurrency and I/O)

  • twine 4.0.1 → 6.0.1 (Collection of utilities for publishing packages on PyPI)

  • winpython 11.2.20241228 → 11.4.20250119 (WinPython distribution tools, including WPPM)

  • xarray 2024.11.0 → 2025.1.1 (N-D labeled arrays and datasets in Python)

  • zipp 3.17.0 → 3.21.0 (Backport of pathlib-compatible object wrapper for zip files)

Removed packages:

  • ntlm_auth 1.5.0 (Creates NTLM authentication structures)

  • pypng 0.20220715.0 (Pure Python library for saving and loading PNG images)


@stonebig
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stonebig commented Jan 26, 2025

today jan-26th 2025 tried:

  • brute will: remove "simulation": 3% gains
  • github Copilote "free": 5% gains (carefull checking of result, limited to 600 lines per program)
  • waaaoup: Gemini Flash-2.0 experimental:
    • we can copy/paste the big 1300 lines there
    • it changed a lot of things... need to carefully review
    • it adds typing information !
    • 70 lines less, 5%, with a lot more comments.... would be incredible if correct
    • syntax and clarity is good, but all is not right, so needs to implement piece per piece
      Image

@stonebig
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stonebig commented Feb 1, 2025

at this point in time 2025-02-01:

  • 'free' copilote/gpt-4o and gemini-2.0 flash 'free' are usefull, but on hand-crafted "wired" code revamp, you can have surprises
  • gemini flash includes the typing and adds nice header comments ... an advantage, when it accepts to work on the full program
  • sonnet-3.5 'free' is a bit too much when not the full experience

it looks that the more the code is small or made per the machine, the more it's usefull.
Overall, there is no coming back to 'pure manual' coding at this point, even with 'free'.

  • gemini flash 2 is the current preferred, when it can handle the whole file
  • copilote gpt4o doesn't rewrite all, so maybe a better intermediate to not spend days re-cheking your manual code

@stonebig
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stonebig commented Feb 2, 2025

it takes time, when you switch to AI, to bin between:

  • there is an AI error on this corner case,
  • the AI changed syntax, result is completly different but ok,
  • the AI changed syntax, result is bad,
  • the AI changed syntax, result is better,
  • it's an old bug

Nevertheless:

  • code quality is better in the end, so a necessary learning effort, for everybody.

Free versions requires a bit of encouragements to do the job:

-hello, can you improve maintainability and simplicity of this Python program ?
- .... (cut in mid-air program response)
- it's not a complete response ?
- You are absolutely right! My apologies. I was cut off mid-response. Here's the completed and improved version of the code, picking up where I left off:

Gemini Flash2 looks the most smart, but also the most invasive in changes ... Supposely it's a question of tuning

@stonebig
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stonebig commented Feb 2, 2025

tested up to Grok... so taste is, as of now:

  • best: Google Geminy Flash 2.0 free
  • most practical (in Github): copilote / gpt-4o free
  • tested: Twitter Grok free, copilote / sonnet-3.5 free

No doubt DeepSeek R1 creates a paradigm shift:

  • any company can have a local non-leaking "reasoning"+"agentic" IA
  • a see of possibilities, like transforming your cameras into functions giving data

@stonebig
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stonebig commented Feb 9, 2025

MistralAI " Le Chat" with "can you improve this python program quality and maintainability ?":

  • sometimes you have to give-up compacity to bend to [several] AIs way of making it clear:

Image

  • sometimes it finds bugs:

Image

  • sometimes a philosophical question on what is the intent:

Image

  • and you human comments tends to go to trash... 2.0 flash preview was the opposite by default... maybe have to hask

Image

  • giving up on "class pipdata" in favor of "class PipData", as it's less invasive detail now

In general of IAs, they tell you A strategy, but they can do a perceived -A from human eyes...

Image

@stonebig
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stonebig commented Feb 9, 2025

damn fast less than a second... but you need to ask:

  • asking for algorithm in docstrings to mistral 'Le Chat'

Image

@stonebig
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stonebig commented Feb 15, 2025

WinPython 2024-04 b3 (2025-01-1x)

Changes from WinPython 2024-05 b2 :

  • Infrastructure:
    • big code clean-up via use of AI helpers
    • removed all non pypi-downloadable wheel versions
    • simplify build process per one step
    • Python-3.12.9, Python-3.13.2, python-3.14.0a5
  • New Packages:
  • Upgraded Packages:
    • Dukdb-1.2.0, Polars-1.22.0
    • panel-1.6.0, bokeh-3.6.3, flask-3.1.0
  • Removed Packages:
    • flask_mail, flask_session, flask_SQLalchemy
    • formlayout, pdfrw, pysimplegui, db.py
  • Difference betwen 3.12 and 3.13:
    • none: exactly same wheel-versions set

Areas of particular interest for testers:

  • stability after all the recent change (using AI to re-engineer the code)

Next build: rc

  • cycling through the re-engineering idea to provide a version with only a signed wheels list.

Binaries at:

MD5 SHA-1 SHA-256 Binary Size blake2b-256
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WinPython 3.12.9.0slim

The following packages are included in WinPython-64bit v3.12.9.0slim b3.

Tools

Name Version Description

Python packages

Name Version Description
Python 3.12.9 Python programming language with standard library
absl_py 2.0.0 Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
adbc_driver_manager 1.3.0 A generic entrypoint for ADBC drivers.
aiofiles 23.2.1 File support for asyncio.
aiohappyeyeballs 2.4.4 Happy Eyeballs for asyncio
aiohttp 3.11.11 Async http client/server framework (asyncio)
aiosignal 1.3.1 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.20.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.16 A light, configurable Sphinx theme
alembic 1.13.1 A database migration tool for SQLAlchemy.
altair 5.5.0 Vega-Altair: A declarative statistical visualization library for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
annotated_types 0.6.0 Reusable constraint types to use with typing.Annotated
ansicolors 1.1.8 ANSI colors for Python
anthropic 0.42.0 The official Python library for the anthropic API
anyio 4.7.0 High level compatibility layer for multiple asynchronous event loop implementations
anywidget 0.9.12 custom jupyter widgets made easy
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 23.1.0 Argon2 for Python
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
array_api_compat 1.10.0 A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow 1.3.0 Better dates & times for Python
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.8.1 ASGI specs, helper code, and adapters
asn1crypto 1.5.1 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
asteval 0.9.31 Safe, minimalistic evaluator of python expression using ast module
astroid 3.1.0 An abstract syntax tree for Python with inference support.
astropy 6.1.6 Astronomy and astrophysics core library
astropy_iers_data 0.2024.12.23.0.33.24 IERS Earth Rotation and Leap Second tables for the astropy core package
asttokens 2.4.1 Annotate AST trees with source code positions
async_lru 2.0.4 Simple LRU cache for asyncio
atomicwrites 1.4.0 Atomic file writes.
attrs 23.2.0 Classes Without Boilerplate
autopep8 2.0.4 A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core 1.30.2 Microsoft Azure Core Library for Python
azure_cosmos 4.7.0 Microsoft Azure Cosmos Client Library for Python
azure_identity 1.16.1 Microsoft Azure Identity Library for Python
babel 2.16.0 Internationalization utilities
baresql 1.0.0 playing SQL directly on Python datas
bcrypt 4.0.1 Modern password hashing for your software and your servers
beautifulsoup4 4.12.2 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 24.10.0 The uncompromising code formatter.
bleach 6.1.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.9.0 Fast, simple object-to-object and broadcast signaling
bokeh 3.6.3 Interactive plots and applications in the browser from Python
branca 0.8.0 Generate complex HTML+JS pages with Python
brotli 1.1.0 Python bindings for the Brotli compression library
build 1.2.2.post1 A simple, correct Python build frontend
cachetools 5.4.0 Extensible memoizing collections and decorators
certifi 2024.6.2 Python package for providing Mozilla's CA Bundle.
cffi 1.17.1 Foreign Function Interface for Python calling C code.
chardet 5.2.0 Universal encoding detector for Python 3
charset_normalizer 3.4.0 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
clarabel 0.10.0 Clarabel Conic Interior Point Solver for Rust / Python
click 8.1.7 Composable command line interface toolkit
click_default_group 1.2.4 click_default_group
cloudpickle 3.0.0 Pickler class to extend the standard pickle.Pickler functionality
cohere 5.13.12
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.1.0 Collection of perceptually uniform colormaps
colorlog 6.8.2 Add colours to the output of Python's logging module.
comm 0.2.2 Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
contourpy 1.3.1 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.6.0 A command-line utility that creates projects from project templates, e.g
cryptography 44.0.0 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cvxopt 1.3.2 Convex optimization package
cvxpy 1.6.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.12.1 Composable style cycles
cython 3.0.11 The Cython compiler for writing C extensions in the Python language.
cytoolz 1.0.1 Cython implementation of Toolz: High performance functional utilities
dask 2024.12.1 Parallel PyData with Task Scheduling
dask_expr 1.1.21 High Level Expressions for Dask
datasette 0.64.8 An open source multi-tool for exploring and publishing data
datasette_graphql 2.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.16.3 Data visualization toolchain based on aggregating into a grid
deap 1.4.2 Distributed Evolutionary Algorithms in Python
debugpy 1.8.0 An implementation of the Debug Adapter Protocol for Python
decorator 5.1.1 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
diff_match_patch 20230430 Diff Match and Patch
dill 0.3.9 serialize all of Python
distributed 2024.12.1 Distributed scheduler for Dask
distro 1.8.0 Distro - an OS platform information API
django 5.0.7 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython 2.6.1 DNS toolkit
docopt 0.6.2 Pythonic argument parser, that will make you smile
docstring_to_markdown 0.13 On the fly conversion of Python docstrings to markdown
docutils 0.21.2 Docutils -- Python Documentation Utilities
duckdb 1.2.0 DuckDB in-process database
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
eval_type_backport 0.2.2 Like typing._eval_type, but lets older Python versions use newer typing features.
executing 2.0.1 Get the currently executing AST node of a frame, and other information
faker 33.3.1 Faker is a Python package that generates fake data for you.
fast_histogram 0.14 Fast simple 1D and 2D histograms
fastapi 0.115.6 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastavro 1.10.0 Fast read/write of AVRO files
fastjsonschema 2.18.0 Fastest Python implementation of JSON schema
filelock 3.14.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
flake8 7.1.1 the modular source code checker: pep8 pyflakes and co
flask 3.1.0 A simple framework for building complex web applications.
flit 3.10.1 A simple packaging tool for simple packages.
flit_core 3.10.1 Distribution-building parts of Flit. See flit package for more information
folium 0.18.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.55.3 Tools to manipulate font files
fqdn 1.5.1 Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
frozenlist 1.5.0 A list-like structure which implements collections.abc.MutableSequence
fsspec 2024.6.1 File-system specification
fuzzywuzzy 0.18.0 Fuzzy string matching in python
geographiclib 2.0 The geodesic routines from GeographicLib
geopandas 1.0.1 Geographic pandas extensions
geopy 2.4.1 Python Geocoding Toolbox
gitdb 4.0.10 Git Object Database
gitpython 3.1.32 GitPython is a Python library used to interact with Git repositories
google_auth 2.37.0 Google Authentication Library
graphene 3.3 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core
greenlet 3.1.1 Lightweight in-process concurrent programming
griffe 1.5.5 Signatures for entire Python programs
groq 0.13.1 The official Python library for the groq API
guidata 3.7.1 Automatic GUI generation for easy dataset editing and display
h11 0.14.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.12.1 Read and write HDF5 files from Python
hatchling 1.27.0 Modern, extensible Python build backend
holoviews 1.20.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 1.0.5 A minimal low-level HTTP client.
httpie 3.2.4 HTTPie: modern, user-friendly command-line HTTP client for the API era.
httpx 0.27.2 The next generation HTTP client.
httpx_sse 0.4.0 Consume Server-Sent Event (SSE) messages with HTTPX.
huggingface_hub 0.28.1 Client library to download and publish models, datasets and other repos on the huggingface.co hub
hupper 1.12 Integrated process monitor for developing and reloading daemons.
hvplot 0.11.2 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.16.0 A ASGI Server based on Hyper libraries and inspired by Gunicorn
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.122.3 A library for property-based testing
idna 3.7 Internationalized Domain Names in Applications (IDNA)
imageio 2.33.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.13.0 Toolbox for imbalanced dataset in machine learning
importlib_metadata 7.1.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 2.0.0 brain-dead simple config-ini parsing
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.2 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.29.5 IPython Kernel for Jupyter
ipyleaflet 0.19.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.6 Matplotlib Jupyter Extension
ipython 8.31.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.5.0 RDBMS access via IPython
ipywidgets 8.1.5 Jupyter interactive widgets
isoduration 20.11.0 Operations with ISO 8601 durations
isort 5.13.2 A Python utility / library to sort Python imports.
itsdangerous 2.2.0 Safely pass data to untrusted environments and back.
janus 2.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco_classes 3.4.0 Utility functions for Python class constructs
jaraco_context 6.0.1 Useful decorators and context managers
jaraco_functools 4.1.0 Functools like those found in stdlib
jedi 0.19.2 An autocompletion tool for Python that can be used for text editors.
jellyfish 1.1.3 Approximate and phonetic matching of strings.
jinja2 3.1.2 A very fast and expressive template engine.
jiter 0.8.2 Fast iterable JSON parser.
joblib 1.4.2 Lightweight pipelining with Python functions
json5 0.9.14 A Python implementation of the JSON5 data format.
jsonpatch 1.33 Apply JSON-Patches (RFC 6902)
jsonpath_python 1.0.6 A more powerful JSONPath implementation in modern python
jsonpointer 2.4 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.19.2 An implementation of JSON Schema validation for Python
jsonschema_specifications 2023.12.1 The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia 0.6.2 Julia/Python bridge with IPython support.
jupyter 1.1.1 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 4.0.5 A Jupyter extension for rendering Bokeh content.
jupyter_client 8.6.2 Jupyter protocol implementation and client libraries
jupyter_console 6.6.3 Jupyter terminal console
jupyter_core 5.7.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events 0.10.0 Jupyter Event System library
jupyter_leaflet 0.19.2 ipyleaflet extensions for JupyterLab and Jupyter Notebook
jupyter_lsp 2.2.5 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_server 2.14.2 The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
jupyter_server_terminals 0.5.3 A Jupyter Server Extension Providing Terminals.
jupyterlab 4.3.4 JupyterLab computational environment
jupyterlab_pygments 0.3.0 Pygments theme using JupyterLab CSS variables
jupyterlab_server 2.27.3 A set of server components for JupyterLab and JupyterLab like applications.
jupyterlab_widgets 3.0.13 Jupyter interactive widgets for JupyterLab
keras 3.8.0 Multi-backend Keras
keyring 25.6.0 Store and access your passwords safely.
kiwisolver 1.4.8 A fast implementation of the Cassowary constraint solver
langchain 0.3.18 Building applications with LLMs through composability
langchain_core 0.3.34 Building applications with LLMs through composability
langchain_text_splitters 0.3.6 LangChain text splitting utilities
langsmith 0.2.11 Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.
lazy_loader 0.4 Makes it easy to load subpackages and functions on demand.
linkify_it_py 2.0.2 Links recognition library with FULL unicode support.
llvmlite 0.44.0 lightweight wrapper around basic LLVM functionality
lmfit 1.3.1 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python on Linux and Windows
logfire_api 3.5.3 Shim for the Logfire SDK which does nothing unless Logfire is installed
lxml 5.3.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
mako 1.3.5 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.5.1 Python implementation of John Gruber's Markdown.
markdown_it_py 2.2.0 Python port of markdown-it. Markdown parsing, done right!
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
matplotlib 3.10.0 Python plotting package
matplotlib_inline 0.1.7 Inline Matplotlib backend for Jupyter
maturin 1.8.1 Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mdit_py_plugins 0.3.5 Collection of plugins for markdown-it-py
mdurl 0.1.2 Markdown URL utilities
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
missingno 0.5.1 Missing data visualization module for Python.
mistralai 1.2.5 Python Client SDK for the Mistral AI API.
mistune 2.0.5 A sane Markdown parser with useful plugins and renderers
mizani 0.11.4 Scales for Python
ml_dtypes 0.5.0
mlxtend 0.23.3 Machine Learning Library Extensions
more_itertools 10.2.0 More routines for operating on iterables, beyond itertools
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpmath 1.3.0 Python library for arbitrary-precision floating-point arithmetic
msal 1.30.0 The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
msal_extensions 1.2.0 Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
msgpack 1.0.4 MessagePack serializer
multidict 6.1.0 multidict implementation
multipledispatch 1.0.0 Multiple dispatch
mutagen 1.47.0 read and write audio tags for many formats
mypy 1.14.0 Optional static typing for Python
mypy_extensions 1.0.0 Type system extensions for programs checked with the mypy type checker.
mysql_connector_python 8.0.21 MySQL driver written in Python
namex 0.0.8 A simple utility to separate the implementation of your Python package and its public API surface.
narwhals 1.21.1 Extremely lightweight compatibility layer between dataframe libraries
nbclient 0.10.0 A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
nbconvert 7.16.1 Converting Jupyter Notebooks (.ipynb files) to other formats
nbformat 5.10.4 The Jupyter Notebook format
nest_asyncio 1.6.0 Patch asyncio to allow nested event loops
networkx 3.4.2 Python package for creating and manipulating graphs and networks
nh3 0.2.18 Python bindings to the ammonia HTML sanitization library.
nltk 3.9.1 Natural Language Toolkit
notebook 7.3.1 Jupyter Notebook - A web-based notebook environment for interactive computing
notebook_shim 0.2.4 A shim layer for notebook traits and config
numba 0.61.0 compiling Python code using LLVM
numpy 2.1.3 Fundamental package for array computing in Python
numpydoc 1.6.0 Sphinx extension to support docstrings in Numpy format
openai 1.61.1 The official Python library for the openai API
opencv_python 4.10.0.84 Wrapper package for OpenCV python bindings.
openpyxl 3.1.2 A Python library to read/write Excel 2010 xlsx/xlsm files
optree 0.13.1 Optimized PyTree Utilities.
optuna 3.6.1 A hyperparameter optimization framework
orjson 3.10.12 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp 0.6.7.post3 OSQP: The Operator Splitting QP Solver
outcome 1.3.0.post0 Capture the outcome of Python function calls.
overrides 7.7.0 A decorator to automatically detect mismatch when overriding a method.
packaging 24.2 Core utilities for Python packages
pandas 2.2.3 Powerful data structures for data analysis, time series, and statistics
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 1.6.0 The powerful data exploration & web app framework for Python.
papermill 2.6.0 Parameterize and run Jupyter and nteract Notebooks
param 2.1.1 Make your Python code clearer and more reliable by declaring Parameters.
paramiko 2.8.0 SSH2 protocol library
parso 0.8.4 A Python Parser
partd 1.4.0 Appendable key-value storage
pathspec 0.11.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.6 A Python package for describing statistical models and for building design matrices.
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 11.1.0 Python Imaging Library (Fork)
pint 0.23 Physical quantities module
pip 24.3.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.11.2 Query metadata from sdists / bdists / installed packages.
platformdirs 4.2.2 A small Python package for determining appropriate platform-specific dirs, e.g. a user data dir.
plotly 5.24.1 An open-source, interactive data visualization library for Python
plotnine 0.13.6 A Grammar of Graphics for Python
plotpy 2.7.0 Curve and image plotting tools for Python/Qt applications
pluggy 1.5.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
polars 1.22.0 Blazingly fast DataFrame library
portalocker 2.7.0 Wraps the portalocker recipe for easy usage
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
prince 0.15.0 Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
prometheus_client 0.18.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.48 Library for building powerful interactive command lines in Python
propcache 0.2.1 Accelerated property cache
protobuf 5.27.3
psutil 5.9.8 Cross-platform lib for process and system monitoring in Python.
psygnal 0.11.1 Fast python callback/event system modeled after Qt Signals
ptpython 3.0.29 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
pyarrow 19.0.0 Python library for Apache Arrow
pyasn1 0.4.8 ASN.1 types and codecs
pyasn1_modules 0.2.8 A collection of ASN.1-based protocols modules.
pybind11 2.13.6 Seamless operability between C++11 and Python
pycodestyle 2.12.0 Python style guide checker
pycparser 2.22 C parser in Python
pycryptodomex 3.20.0 Cryptographic library for Python
pyct 0.5.0 Python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 2.10.6 Data validation using Python type hints
pydantic_ai 0.0.24 Agent Framework / shim to use Pydantic with LLMs
pydantic_ai_slim 0.0.24 Agent Framework / shim to use Pydantic with LLMs, slim package
pydantic_core 2.27.2 Core functionality for Pydantic validation and serialization
pydantic_graph 0.0.24 Graph and state machine library
pydeck 0.9.1 Widget for deck.gl maps
pydocstyle 6.3.0 Python docstring style checker
pydub 0.25.1 Manipulate audio with an simple and easy high level interface
pyerfa 2.0.1.4 Python bindings for ERFA
pyflakes 3.2.0 passive checker of Python programs
pygments 2.19.1 Pygments is a syntax highlighting package written in Python.
pyjwt 2.8.0 JSON Web Token implementation in Python
pylint 3.1.0 python code static checker
pylint_venv 3.0.3 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-lsp-server
pymongo 4.10.1 Python driver for MongoDB http://www.mongodb.org
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.12 Nearest Neighbor Descent
pyodbc 5.2.0 DB API module for ODBC
pyogrio 0.10.0 Vectorized spatial vector file format I/O using GDAL/OGR
pyomo 6.8.2 Pyomo: Python Optimization Modeling Objects
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 3.2.1 pyparsing module - Classes and methods to define and execute parsing grammars
pypdf 5.1.0 A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pyproj 3.7.0 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyproject_hooks 1.1.0 Wrappers to call pyproject.toml-based build backend hooks.
pyqt5 5.15.10 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.16.1 The sip module support for PyQt5
pyqtgraph 0.13.7 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.6 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyserial 3.5 Python Serial Port Extension
pysocks 1.7.1 A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
pyspnego 0.11.2 Windows Negotiate Authentication Client and Server
pytest 8.2.2 pytest: simple powerful testing with Python
python_barcode 0.15.1 Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 1.0.1 Read key-value pairs from a .env file and set them as environment variables
python_json_logger 2.0.7 A python library adding a json log formatter
python_lsp_black 2.0.0 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.1.2 JSON RPC 2.0 server library
python_lsp_server 1.12.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.9 A streaming multipart parser for Python
python_slugify 8.0.4 A Python slugify application that also handles Unicode
pythonqwt 0.14.2 Qt plotting widgets for Python
pytoolconfig 1.3.1 Python tool configuration
pytz 2024.1 World timezone definitions, modern and historical
pyviz_comms 3.0.3 A JupyterLab extension for rendering HoloViz content.
pywavelets 1.8.0 PyWavelets, wavelet transform module
pywin32 308 Python for Window Extensions
pywin32_ctypes 0.2.2 A (partial) reimplementation of pywin32 using ctypes/cffi
pywinpty 2.0.14 Pseudo terminal support for Windows from Python.
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0.2 YAML parser and emitter for Python
pyzmq 26.2.0 Python bindings for 0MQ
qdarkstyle 3.2.3 The most complete dark/light style sheet for C++/Python and Qt applications
qdldl 0.1.7.post5 QDLDL, a free LDL factorization routine.
qrcode 8.0 QR Code image generator
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.3.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.5.2 Jupyter Qt console
qtpy 2.4.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
quantecon 0.7.2 Import the main names to top level.
quart 0.19.4 A Python ASGI web microframework with the same API as Flask
rapidfuzz 3.9.6 rapid fuzzy string matching
readme_renderer 44.0 readme_renderer is a library for rendering readme descriptions for Warehouse
redis 5.0.8 Python client for Redis database and key-value store
referencing 0.35.1 JSON Referencing + Python
regex 2024.11.6 Alternative regular expression module, to replace re.
reportlab 4.2.5 The Reportlab Toolkit
requests 2.32.3 Python HTTP for Humans.
requests_ntlm 1.3.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 1.0.0 A utility belt for advanced users of python-requests
rfc3339_validator 0.1.4 A pure python RFC3339 validator
rfc3986 2.0.0 Validating URI References per RFC 3986
rfc3986_validator 0.1.1 Pure python rfc3986 validator
rich 13.9.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope 1.12.0 a python refactoring library...
rpds_py 0.22.3 Python bindings to Rust's persistent data structures (rpds)
rsa 4.7.2 Pure-Python RSA implementation
rtree 1.1.0 R-Tree spatial index for Python GIS
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_image 0.25.0 Image processing in Python
scikit_learn 1.6.1 A set of python modules for machine learning and data mining
scipy 1.15.1 Fundamental algorithms for scientific computing in Python
scramp 1.4.5 An implementation of the SCRAM protocol.
scs 3.2.7 Splitting conic solver
seaborn 0.13.2 Statistical data visualization
send2trash 1.8.2 Send file to trash natively under Mac OS X, Windows and Linux
setuptools 75.6.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 2.0.6 Manipulation and analysis of geometric objects
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.19.3 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
sklearn_compat 0.1.3 Ease support for compatible scikit-learn estimators across versions
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
sniffio 1.3.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 29 stemmers for 28 languages generated from Snowball algorithms.
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.5.1 Play and Record Sound with Python
soupsieve 2.6 A modern CSS selector implementation for Beautiful Soup.
sphinx 7.3.7 Python documentation generator
sphinx_rtd_theme 3.0.2 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 2.0.0 sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 2.0.0 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
sphinxcontrib_htmlhelp 2.1.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery 4.1 Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 2.0.0 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
sphinxcontrib_serializinghtml 2.0.0 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
spyder 5.5.6 The Scientific Python Development Environment
spyder_kernels 2.5.2 Jupyter kernels for Spyder's console
sqlalchemy 2.0.35 Database Abstraction Library
sqlite_bro 0.13.1 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.38 CLI tool and Python library for manipulating SQLite databases
sqlparse 0.5.3 A non-validating SQL parser.
squarify 0.4.4 Pure Python implementation of the squarify treemap layout algorithm
sspilib 0.2.0 SSPI API bindings for Python
sspyrs 0.3 Lightweight interface for SSRS reports to python
stack_data 0.6.3 Extract data from python stack frames and tracebacks for informative displays
starlette 0.41.3 The little ASGI library that shines.
statsmodels 0.14.4 Statistical computations and models for Python
streamlit 1.41.1 A faster way to build and share data apps
streamz 0.6.3 Streams
sympy 1.13.2 Computer algebra system (CAS) in Python
tabulate 0.9.0 Pretty-print tabular data
tblib 3.0.0 Traceback serialization library.
tenacity 9.0.0 Retry code until it succeeds
termcolor 2.5.0 ANSI color formatting for output in terminal
terminado 0.18.1 Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.6.3 Compute distance between the two texts.
thefuzz 0.22.1 Fuzzy string matching in python
threadpoolctl 3.5.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2025.1.10 Read and write TIFF files
tiktoken 0.8.0 tiktoken is a fast BPE tokeniser for use with OpenAI's models
tinycss2 1.4.0 A tiny CSS parser
tokenizers 0.21.0
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.2.1 A lil' TOML parser
tomli_w 1.1.0 A lil' TOML writer
tomlkit 0.13.2 Style preserving TOML library
toolz 1.0.0 List processing tools and functional utilities
tornado 6.4.2 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.66.4 Fast, Extensible Progress Meter
traitlets 5.14.1 Traitlets Python configuration system
traittypes 0.2.1 Scipy trait types
trio 0.28.0 A friendly Python library for async concurrency and I/O
trove_classifiers 2024.10.21.16 Canonical source for classifiers on PyPI (pypi.org).
twine 6.0.1 Collection of utilities for publishing packages on PyPI
types_python_dateutil 2.9.0.20240316 Typing stubs for python-dateutil
types_requests 2.32.0.20241016 Typing stubs for requests
typing_extensions 4.12.2 Backported and Experimental Type Hints for Python 3.8+
typing_inspect 0.9.0 Runtime inspection utilities for typing module.
tzdata 2024.1 Provider of IANA time zone data
tzlocal 5.2 tzinfo object for the local timezone
uc_micro_py 1.0.1 Micro subset of unicode data files for linkify-it-py projects.
ujson 5.10.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.6 Uniform Manifold Approximation and Projection
uncertainties 3.2.2 calculations with values with uncertainties, error propagation
uri_template 1.3.0 RFC 6570 URI Template Processor
urllib3 2.2.3 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.34.0 The lightning-fast ASGI server.
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
waitress 3.0.0 Waitress WSGI server
watchdog 6.0.0 Filesystem events monitoring
wcwidth 0.2.13 Measures the displayed width of unicode strings in a terminal
webcolors 24.11.1 A library for working with the color formats defined by HTML and CSS.
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.8.0 WebSocket client for Python with low level API options
websockets 14.2 An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug 3.1.3 The comprehensive WSGI web application library.
whatthepatch 1.0.7 A patch parsing and application library.
wheel 0.45.1 A built-package format for Python
widgetsnbextension 4.0.13 Jupyter interactive widgets for Jupyter Notebook
winpython 13.1.20250215 WinPython distribution tools, including WPPM
wordcloud 1.9.4 A little word cloud generator
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2025.1.1 N-D labeled arrays and datasets in Python
xlsxwriter 3.1.9 A Python module for creating Excel XLSX files.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2023.10.1 Source of XYZ tiles providers
yapf 0.40.1 A formatter for Python code.
yarl 1.18.3 Yet another URL library
yt_dlp 2023.7.6 A youtube-dl fork with additional features and patches
zict 3.0.0 Mutable mapping tools
zipp 3.21.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.23.0 Zstandard bindings for Python

WinPython 3.13.2.0slim

The following packages are included in WinPython-64bit v3.13.2.0slim b3.

Tools

Name Version Description

Python packages

Name Version Description
Python 3.13.2 Python programming language with standard library
absl_py 2.0.0 Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
adbc_driver_manager 1.3.0 A generic entrypoint for ADBC drivers.
aiofiles 23.2.1 File support for asyncio.
aiohappyeyeballs 2.4.4 Happy Eyeballs for asyncio
aiohttp 3.11.11 Async http client/server framework (asyncio)
aiosignal 1.3.1 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.20.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.16 A light, configurable Sphinx theme
alembic 1.13.1 A database migration tool for SQLAlchemy.
altair 5.5.0 Vega-Altair: A declarative statistical visualization library for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
annotated_types 0.6.0 Reusable constraint types to use with typing.Annotated
ansicolors 1.1.8 ANSI colors for Python
anthropic 0.42.0 The official Python library for the anthropic API
anyio 4.7.0 High level compatibility layer for multiple asynchronous event loop implementations
anywidget 0.9.12 custom jupyter widgets made easy
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 23.1.0 Argon2 for Python
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
array_api_compat 1.10.0 A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow 1.3.0 Better dates & times for Python
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.8.1 ASGI specs, helper code, and adapters
asn1crypto 1.5.1 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
asteval 0.9.31 Safe, minimalistic evaluator of python expression using ast module
astroid 3.1.0 An abstract syntax tree for Python with inference support.
astropy 6.1.6 Astronomy and astrophysics core library
astropy_iers_data 0.2024.12.23.0.33.24 IERS Earth Rotation and Leap Second tables for the astropy core package
asttokens 2.4.1 Annotate AST trees with source code positions
async_lru 2.0.4 Simple LRU cache for asyncio
atomicwrites 1.4.0 Atomic file writes.
attrs 23.2.0 Classes Without Boilerplate
autopep8 2.0.4 A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core 1.30.2 Microsoft Azure Core Library for Python
azure_cosmos 4.7.0 Microsoft Azure Cosmos Client Library for Python
azure_identity 1.16.1 Microsoft Azure Identity Library for Python
babel 2.16.0 Internationalization utilities
baresql 1.0.0 playing SQL directly on Python datas
bcrypt 4.0.1 Modern password hashing for your software and your servers
beautifulsoup4 4.12.2 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 24.10.0 The uncompromising code formatter.
bleach 6.1.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.9.0 Fast, simple object-to-object and broadcast signaling
bokeh 3.6.3 Interactive plots and applications in the browser from Python
branca 0.8.0 Generate complex HTML+JS pages with Python
brotli 1.1.0 Python bindings for the Brotli compression library
build 1.2.2.post1 A simple, correct Python build frontend
cachetools 5.4.0 Extensible memoizing collections and decorators
certifi 2024.6.2 Python package for providing Mozilla's CA Bundle.
cffi 1.17.1 Foreign Function Interface for Python calling C code.
chardet 5.2.0 Universal encoding detector for Python 3
charset_normalizer 3.4.0 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
clarabel 0.10.0 Clarabel Conic Interior Point Solver for Rust / Python
click 8.1.7 Composable command line interface toolkit
click_default_group 1.2.4 click_default_group
cloudpickle 3.0.0 Pickler class to extend the standard pickle.Pickler functionality
cohere 5.13.12
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.1.0 Collection of perceptually uniform colormaps
colorlog 6.8.2 Add colours to the output of Python's logging module.
comm 0.2.2 Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
contourpy 1.3.1 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.6.0 A command-line utility that creates projects from project templates, e.g
cryptography 44.0.0 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cvxopt 1.3.2 Convex optimization package
cvxpy 1.6.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.12.1 Composable style cycles
cython 3.0.11 The Cython compiler for writing C extensions in the Python language.
cytoolz 1.0.1 Cython implementation of Toolz: High performance functional utilities
dask 2024.12.1 Parallel PyData with Task Scheduling
dask_expr 1.1.21 High Level Expressions for Dask
datasette 0.64.8 An open source multi-tool for exploring and publishing data
datasette_graphql 2.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.16.3 Data visualization toolchain based on aggregating into a grid
deap 1.4.2 Distributed Evolutionary Algorithms in Python
debugpy 1.8.0 An implementation of the Debug Adapter Protocol for Python
decorator 5.1.1 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
diff_match_patch 20230430 Diff Match and Patch
dill 0.3.9 serialize all of Python
distributed 2024.12.1 Distributed scheduler for Dask
distro 1.8.0 Distro - an OS platform information API
django 5.0.7 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython 2.6.1 DNS toolkit
docopt 0.6.2 Pythonic argument parser, that will make you smile
docstring_to_markdown 0.13 On the fly conversion of Python docstrings to markdown
docutils 0.21.2 Docutils -- Python Documentation Utilities
duckdb 1.2.0 DuckDB in-process database
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
eval_type_backport 0.2.2 Like typing._eval_type, but lets older Python versions use newer typing features.
executing 2.0.1 Get the currently executing AST node of a frame, and other information
faker 33.3.1 Faker is a Python package that generates fake data for you.
fast_histogram 0.14 Fast simple 1D and 2D histograms
fastapi 0.115.6 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastavro 1.10.0 Fast read/write of AVRO files
fastjsonschema 2.18.0 Fastest Python implementation of JSON schema
filelock 3.14.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
flake8 7.1.1 the modular source code checker: pep8 pyflakes and co
flask 3.1.0 A simple framework for building complex web applications.
flit 3.10.1 A simple packaging tool for simple packages.
flit_core 3.10.1 Distribution-building parts of Flit. See flit package for more information
folium 0.18.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.55.3 Tools to manipulate font files
fqdn 1.5.1 Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
frozenlist 1.5.0 A list-like structure which implements collections.abc.MutableSequence
fsspec 2024.6.1 File-system specification
fuzzywuzzy 0.18.0 Fuzzy string matching in python
geographiclib 2.0 The geodesic routines from GeographicLib
geopandas 1.0.1 Geographic pandas extensions
geopy 2.4.1 Python Geocoding Toolbox
gitdb 4.0.10 Git Object Database
gitpython 3.1.32 GitPython is a Python library used to interact with Git repositories
google_auth 2.37.0 Google Authentication Library
graphene 3.3 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core
greenlet 3.1.1 Lightweight in-process concurrent programming
griffe 1.5.5 Signatures for entire Python programs
groq 0.13.1 The official Python library for the groq API
guidata 3.7.1 Automatic GUI generation for easy dataset editing and display
h11 0.14.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.12.1 Read and write HDF5 files from Python
hatchling 1.27.0 Modern, extensible Python build backend
holoviews 1.20.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 1.0.5 A minimal low-level HTTP client.
httpie 3.2.4 HTTPie: modern, user-friendly command-line HTTP client for the API era.
httpx 0.27.2 The next generation HTTP client.
httpx_sse 0.4.0 Consume Server-Sent Event (SSE) messages with HTTPX.
huggingface_hub 0.28.1 Client library to download and publish models, datasets and other repos on the huggingface.co hub
hupper 1.12 Integrated process monitor for developing and reloading daemons.
hvplot 0.11.2 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.16.0 A ASGI Server based on Hyper libraries and inspired by Gunicorn
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.122.3 A library for property-based testing
idna 3.7 Internationalized Domain Names in Applications (IDNA)
imageio 2.33.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.13.0 Toolbox for imbalanced dataset in machine learning
importlib_metadata 7.1.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 2.0.0 brain-dead simple config-ini parsing
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.2 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.29.5 IPython Kernel for Jupyter
ipyleaflet 0.19.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.6 Matplotlib Jupyter Extension
ipython 8.31.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.5.0 RDBMS access via IPython
ipywidgets 8.1.5 Jupyter interactive widgets
isoduration 20.11.0 Operations with ISO 8601 durations
isort 5.13.2 A Python utility / library to sort Python imports.
itsdangerous 2.2.0 Safely pass data to untrusted environments and back.
janus 2.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco_classes 3.4.0 Utility functions for Python class constructs
jaraco_context 6.0.1 Useful decorators and context managers
jaraco_functools 4.1.0 Functools like those found in stdlib
jedi 0.19.2 An autocompletion tool for Python that can be used for text editors.
jellyfish 1.1.3 Approximate and phonetic matching of strings.
jinja2 3.1.2 A very fast and expressive template engine.
jiter 0.8.2 Fast iterable JSON parser.
joblib 1.4.2 Lightweight pipelining with Python functions
json5 0.9.14 A Python implementation of the JSON5 data format.
jsonpatch 1.33 Apply JSON-Patches (RFC 6902)
jsonpath_python 1.0.6 A more powerful JSONPath implementation in modern python
jsonpointer 2.4 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.19.2 An implementation of JSON Schema validation for Python
jsonschema_specifications 2023.12.1 The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia 0.6.2 Julia/Python bridge with IPython support.
jupyter 1.1.1 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 4.0.5 A Jupyter extension for rendering Bokeh content.
jupyter_client 8.6.2 Jupyter protocol implementation and client libraries
jupyter_console 6.6.3 Jupyter terminal console
jupyter_core 5.7.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events 0.10.0 Jupyter Event System library
jupyter_leaflet 0.19.2 ipyleaflet extensions for JupyterLab and Jupyter Notebook
jupyter_lsp 2.2.5 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_server 2.14.2 The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
jupyter_server_terminals 0.5.3 A Jupyter Server Extension Providing Terminals.
jupyterlab 4.3.4 JupyterLab computational environment
jupyterlab_pygments 0.3.0 Pygments theme using JupyterLab CSS variables
jupyterlab_server 2.27.3 A set of server components for JupyterLab and JupyterLab like applications.
jupyterlab_widgets 3.0.13 Jupyter interactive widgets for JupyterLab
keras 3.8.0 Multi-backend Keras
keyring 25.6.0 Store and access your passwords safely.
kiwisolver 1.4.8 A fast implementation of the Cassowary constraint solver
langchain 0.3.18 Building applications with LLMs through composability
langchain_core 0.3.34 Building applications with LLMs through composability
langchain_text_splitters 0.3.6 LangChain text splitting utilities
langsmith 0.2.11 Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.
lazy_loader 0.4 Makes it easy to load subpackages and functions on demand.
linkify_it_py 2.0.2 Links recognition library with FULL unicode support.
llvmlite 0.44.0 lightweight wrapper around basic LLVM functionality
lmfit 1.3.1 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python on Linux and Windows
logfire_api 3.5.3 Shim for the Logfire SDK which does nothing unless Logfire is installed
lxml 5.3.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
mako 1.3.5 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.5.1 Python implementation of John Gruber's Markdown.
markdown_it_py 2.2.0 Python port of markdown-it. Markdown parsing, done right!
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
matplotlib 3.10.0 Python plotting package
matplotlib_inline 0.1.7 Inline Matplotlib backend for Jupyter
maturin 1.8.1 Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mdit_py_plugins 0.3.5 Collection of plugins for markdown-it-py
mdurl 0.1.2 Markdown URL utilities
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
missingno 0.5.1 Missing data visualization module for Python.
mistralai 1.2.5 Python Client SDK for the Mistral AI API.
mistune 2.0.5 A sane Markdown parser with useful plugins and renderers
mizani 0.11.4 Scales for Python
ml_dtypes 0.5.0
mlxtend 0.23.3 Machine Learning Library Extensions
more_itertools 10.2.0 More routines for operating on iterables, beyond itertools
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpmath 1.3.0 Python library for arbitrary-precision floating-point arithmetic
msal 1.30.0 The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
msal_extensions 1.2.0 Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
msgpack 1.0.4 MessagePack serializer
multidict 6.1.0 multidict implementation
multipledispatch 1.0.0 Multiple dispatch
mutagen 1.47.0 read and write audio tags for many formats
mypy 1.14.0 Optional static typing for Python
mypy_extensions 1.0.0 Type system extensions for programs checked with the mypy type checker.
mysql_connector_python 8.0.21 MySQL driver written in Python
namex 0.0.8 A simple utility to separate the implementation of your Python package and its public API surface.
narwhals 1.21.1 Extremely lightweight compatibility layer between dataframe libraries
nbclient 0.10.0 A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
nbconvert 7.16.1 Converting Jupyter Notebooks (.ipynb files) to other formats
nbformat 5.10.4 The Jupyter Notebook format
nest_asyncio 1.6.0 Patch asyncio to allow nested event loops
networkx 3.4.2 Python package for creating and manipulating graphs and networks
nh3 0.2.18 Python bindings to the ammonia HTML sanitization library.
nltk 3.9.1 Natural Language Toolkit
notebook 7.3.1 Jupyter Notebook - A web-based notebook environment for interactive computing
notebook_shim 0.2.4 A shim layer for notebook traits and config
numba 0.61.0 compiling Python code using LLVM
numpy 2.1.3 Fundamental package for array computing in Python
numpydoc 1.6.0 Sphinx extension to support docstrings in Numpy format
openai 1.61.1 The official Python library for the openai API
opencv_python 4.10.0.84 Wrapper package for OpenCV python bindings.
openpyxl 3.1.2 A Python library to read/write Excel 2010 xlsx/xlsm files
optree 0.13.1 Optimized PyTree Utilities.
optuna 3.6.1 A hyperparameter optimization framework
orjson 3.10.12 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp 0.6.7.post3 OSQP: The Operator Splitting QP Solver
outcome 1.3.0.post0 Capture the outcome of Python function calls.
overrides 7.7.0 A decorator to automatically detect mismatch when overriding a method.
packaging 24.2 Core utilities for Python packages
pandas 2.2.3 Powerful data structures for data analysis, time series, and statistics
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 1.6.0 The powerful data exploration & web app framework for Python.
papermill 2.6.0 Parameterize and run Jupyter and nteract Notebooks
param 2.1.1 Make your Python code clearer and more reliable by declaring Parameters.
paramiko 2.8.0 SSH2 protocol library
parso 0.8.4 A Python Parser
partd 1.4.0 Appendable key-value storage
pathspec 0.11.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.6 A Python package for describing statistical models and for building design matrices.
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 11.1.0 Python Imaging Library (Fork)
pint 0.23 Physical quantities module
pip 24.3.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.11.2 Query metadata from sdists / bdists / installed packages.
platformdirs 4.2.2 A small Python package for determining appropriate platform-specific dirs, e.g. a user data dir.
plotly 5.24.1 An open-source, interactive data visualization library for Python
plotnine 0.13.6 A Grammar of Graphics for Python
plotpy 2.7.0 Curve and image plotting tools for Python/Qt applications
pluggy 1.5.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
polars 1.22.0 Blazingly fast DataFrame library
portalocker 2.7.0 Wraps the portalocker recipe for easy usage
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
prince 0.15.0 Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
prometheus_client 0.18.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.48 Library for building powerful interactive command lines in Python
propcache 0.2.1 Accelerated property cache
protobuf 5.27.3
psutil 5.9.8 Cross-platform lib for process and system monitoring in Python.
psygnal 0.11.1 Fast python callback/event system modeled after Qt Signals
ptpython 3.0.29 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
pyarrow 19.0.0 Python library for Apache Arrow
pyasn1 0.4.8 ASN.1 types and codecs
pyasn1_modules 0.2.8 A collection of ASN.1-based protocols modules.
pybind11 2.13.6 Seamless operability between C++11 and Python
pycodestyle 2.12.0 Python style guide checker
pycparser 2.22 C parser in Python
pycryptodomex 3.20.0 Cryptographic library for Python
pyct 0.5.0 Python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 2.10.6 Data validation using Python type hints
pydantic_ai 0.0.24 Agent Framework / shim to use Pydantic with LLMs
pydantic_ai_slim 0.0.24 Agent Framework / shim to use Pydantic with LLMs, slim package
pydantic_core 2.27.2 Core functionality for Pydantic validation and serialization
pydantic_graph 0.0.24 Graph and state machine library
pydeck 0.9.1 Widget for deck.gl maps
pydocstyle 6.3.0 Python docstring style checker
pydub 0.25.1 Manipulate audio with an simple and easy high level interface
pyerfa 2.0.1.4 Python bindings for ERFA
pyflakes 3.2.0 passive checker of Python programs
pygments 2.19.1 Pygments is a syntax highlighting package written in Python.
pyjwt 2.8.0 JSON Web Token implementation in Python
pylint 3.1.0 python code static checker
pylint_venv 3.0.3 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-lsp-server
pymongo 4.10.1 Python driver for MongoDB http://www.mongodb.org
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.12 Nearest Neighbor Descent
pyodbc 5.2.0 DB API module for ODBC
pyogrio 0.10.0 Vectorized spatial vector file format I/O using GDAL/OGR
pyomo 6.8.2 Pyomo: Python Optimization Modeling Objects
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 3.2.1 pyparsing module - Classes and methods to define and execute parsing grammars
pypdf 5.1.0 A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pyproj 3.7.0 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyproject_hooks 1.1.0 Wrappers to call pyproject.toml-based build backend hooks.
pyqt5 5.15.10 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.16.1 The sip module support for PyQt5
pyqtgraph 0.13.7 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.6 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyserial 3.5 Python Serial Port Extension
pysocks 1.7.1 A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
pyspnego 0.11.2 Windows Negotiate Authentication Client and Server
pytest 8.2.2 pytest: simple powerful testing with Python
python_barcode 0.15.1 Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 1.0.1 Read key-value pairs from a .env file and set them as environment variables
python_json_logger 2.0.7 A python library adding a json log formatter
python_lsp_black 2.0.0 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.1.2 JSON RPC 2.0 server library
python_lsp_server 1.12.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.9 A streaming multipart parser for Python
python_slugify 8.0.4 A Python slugify application that also handles Unicode
pythonqwt 0.14.2 Qt plotting widgets for Python
pytoolconfig 1.3.1 Python tool configuration
pytz 2024.1 World timezone definitions, modern and historical
pyviz_comms 3.0.3 A JupyterLab extension for rendering HoloViz content.
pywavelets 1.8.0 PyWavelets, wavelet transform module
pywin32 308 Python for Window Extensions
pywin32_ctypes 0.2.2 A (partial) reimplementation of pywin32 using ctypes/cffi
pywinpty 2.0.14 Pseudo terminal support for Windows from Python.
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0.2 YAML parser and emitter for Python
pyzmq 26.2.0 Python bindings for 0MQ
qdarkstyle 3.2.3 The most complete dark/light style sheet for C++/Python and Qt applications
qdldl 0.1.7.post5 QDLDL, a free LDL factorization routine.
qrcode 8.0 QR Code image generator
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.3.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.5.2 Jupyter Qt console
qtpy 2.4.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
quantecon 0.7.2 Import the main names to top level.
quart 0.19.4 A Python ASGI web microframework with the same API as Flask
rapidfuzz 3.9.6 rapid fuzzy string matching
readme_renderer 44.0 readme_renderer is a library for rendering readme descriptions for Warehouse
redis 5.0.8 Python client for Redis database and key-value store
referencing 0.35.1 JSON Referencing + Python
regex 2024.11.6 Alternative regular expression module, to replace re.
reportlab 4.2.5 The Reportlab Toolkit
requests 2.32.3 Python HTTP for Humans.
requests_ntlm 1.3.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 1.0.0 A utility belt for advanced users of python-requests
rfc3339_validator 0.1.4 A pure python RFC3339 validator
rfc3986 2.0.0 Validating URI References per RFC 3986
rfc3986_validator 0.1.1 Pure python rfc3986 validator
rich 13.9.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope 1.12.0 a python refactoring library...
rpds_py 0.22.3 Python bindings to Rust's persistent data structures (rpds)
rsa 4.7.2 Pure-Python RSA implementation
rtree 1.1.0 R-Tree spatial index for Python GIS
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_image 0.25.0 Image processing in Python
scikit_learn 1.6.1 A set of python modules for machine learning and data mining
scipy 1.15.1 Fundamental algorithms for scientific computing in Python
scramp 1.4.5 An implementation of the SCRAM protocol.
scs 3.2.7 Splitting conic solver
seaborn 0.13.2 Statistical data visualization
send2trash 1.8.2 Send file to trash natively under Mac OS X, Windows and Linux
setuptools 75.6.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 2.0.6 Manipulation and analysis of geometric objects
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.19.3 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
sklearn_compat 0.1.3 Ease support for compatible scikit-learn estimators across versions
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
sniffio 1.3.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 29 stemmers for 28 languages generated from Snowball algorithms.
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.5.1 Play and Record Sound with Python
soupsieve 2.6 A modern CSS selector implementation for Beautiful Soup.
sphinx 7.3.7 Python documentation generator
sphinx_rtd_theme 3.0.2 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 2.0.0 sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 2.0.0 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
sphinxcontrib_htmlhelp 2.1.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery 4.1 Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 2.0.0 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
sphinxcontrib_serializinghtml 2.0.0 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
spyder 5.5.6 The Scientific Python Development Environment
spyder_kernels 2.5.2 Jupyter kernels for Spyder's console
sqlalchemy 2.0.35 Database Abstraction Library
sqlite_bro 0.13.1 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.38 CLI tool and Python library for manipulating SQLite databases
sqlparse 0.5.3 A non-validating SQL parser.
squarify 0.4.4 Pure Python implementation of the squarify treemap layout algorithm
sspilib 0.2.0 SSPI API bindings for Python
sspyrs 0.3 Lightweight interface for SSRS reports to python
stack_data 0.6.3 Extract data from python stack frames and tracebacks for informative displays
starlette 0.41.3 The little ASGI library that shines.
statsmodels 0.14.4 Statistical computations and models for Python
streamlit 1.41.1 A faster way to build and share data apps
streamz 0.6.3 Streams
sympy 1.13.2 Computer algebra system (CAS) in Python
tabulate 0.9.0 Pretty-print tabular data
tblib 3.0.0 Traceback serialization library.
tenacity 9.0.0 Retry code until it succeeds
termcolor 2.5.0 ANSI color formatting for output in terminal
terminado 0.18.1 Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.6.3 Compute distance between the two texts.
thefuzz 0.22.1 Fuzzy string matching in python
threadpoolctl 3.5.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2025.1.10 Read and write TIFF files
tiktoken 0.8.0 tiktoken is a fast BPE tokeniser for use with OpenAI's models
tinycss2 1.4.0 A tiny CSS parser
tokenizers 0.21.0
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.2.1 A lil' TOML parser
tomli_w 1.1.0 A lil' TOML writer
tomlkit 0.13.2 Style preserving TOML library
toolz 1.0.0 List processing tools and functional utilities
tornado 6.4.2 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.66.4 Fast, Extensible Progress Meter
traitlets 5.14.1 Traitlets Python configuration system
traittypes 0.2.1 Scipy trait types
trio 0.28.0 A friendly Python library for async concurrency and I/O
trove_classifiers 2024.10.21.16 Canonical source for classifiers on PyPI (pypi.org).
twine 6.0.1 Collection of utilities for publishing packages on PyPI
types_python_dateutil 2.9.0.20240316 Typing stubs for python-dateutil
types_requests 2.32.0.20241016 Typing stubs for requests
typing_extensions 4.12.2 Backported and Experimental Type Hints for Python 3.8+
typing_inspect 0.9.0 Runtime inspection utilities for typing module.
tzdata 2024.1 Provider of IANA time zone data
tzlocal 5.2 tzinfo object for the local timezone
uc_micro_py 1.0.1 Micro subset of unicode data files for linkify-it-py projects.
ujson 5.10.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.6 Uniform Manifold Approximation and Projection
uncertainties 3.2.2 calculations with values with uncertainties, error propagation
uri_template 1.3.0 RFC 6570 URI Template Processor
urllib3 2.2.3 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.34.0 The lightning-fast ASGI server.
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
waitress 3.0.0 Waitress WSGI server
watchdog 6.0.0 Filesystem events monitoring
wcwidth 0.2.13 Measures the displayed width of unicode strings in a terminal
webcolors 24.11.1 A library for working with the color formats defined by HTML and CSS.
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.8.0 WebSocket client for Python with low level API options
websockets 14.2 An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug 3.1.3 The comprehensive WSGI web application library.
whatthepatch 1.0.7 A patch parsing and application library.
wheel 0.45.1 A built-package format for Python
widgetsnbextension 4.0.13 Jupyter interactive widgets for Jupyter Notebook
winpython 13.1.20250215 WinPython distribution tools, including WPPM
wordcloud 1.9.4 A little word cloud generator
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2025.1.1 N-D labeled arrays and datasets in Python
xlsxwriter 3.1.9 A Python module for creating Excel XLSX files.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2023.10.1 Source of XYZ tiles providers
yapf 0.40.1 A formatter for Python code.
yarl 1.18.3 Yet another URL library
yt_dlp 2023.7.6 A youtube-dl fork with additional features and patches
zict 3.0.0 Mutable mapping tools
zipp 3.21.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.23.0 Zstandard bindings for Python

@firai
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firai commented Feb 16, 2025

Winpython64-3.13.2.0dotb3 seems to be missing from the Github assets? Found it from SF though.

@firai
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firai commented Feb 16, 2025

I think the other question is whether you've abandoned the "full" release for good. If so, there may not be a point to calling the non-dot version "slim".

@stonebig
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Winpython64-3.13.2.0dotb3 seems to be missing from the Github assets? Found it from SF though.

Was a miss due to internet disruption, now it's there

@stonebig
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stonebig commented Feb 16, 2025

I think the other question is whether you've abandoned the "full" release for good. If so, there may not be a point to calling the non-dot version "slim".

It's a question of chain of trust:

  • the big distro was to big to pass VirusTotal upload, currently limited to 650 Mo
  • yet that limit may grow, cpython wheels may become more compact, some wheels may decide to not duplicate big dll, ...
  • and apparently, there is a margin of 60 Mo at the moment, while a scientific approach suggests wheels tends to grow 5-10% per year

So:

  • what do you miss in the big version ?
  • what do you not care, and can be removed in the slim version ?

@chrisrodrigue
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chrisrodrigue commented Feb 19, 2025

I think the other question is whether you've abandoned the "full" release for good. If so, there may not be a point to calling the non-dot version "slim".

It's a question of chain of trust:

  • the big distro was to big to pass VirusTotal upload, currently limited to 650 Mo
  • yet that limit may grow, cpython wheels may become more compact, some wheels may decide to not duplicate big dll, ...
  • and apparently, there is a margin of 60 Mo at the moment, while a scientific approach suggests wheels tends to grow 5-10% per year

So:

  • what do you miss in the big version ?
  • what do you not care, and can be removed in the slim version ?

I can see a lot of value for WinPython as a FOSS alternative to the Anaconda distribution. Anaconda licensing updates have become cost prohibitive to enterprise organizations (>200 employees), making the Anaconda distribution a non-starter for enterprise work.

Providing a version of WinPython that is as close possible to the Anaconda distribution could be a great goal, perhaps just winpython. This would make WinPython similar to Rocky Linux. It would provide a lot of value to organizations that need to transition away from Anaconda. This distribution could also try to ensure that the licenses of included packages are permissive (i.e. MIT or similar).

But, there is opportunity to provide a winpython-mini distribution, with a more minimal package offering. This distribution can remove a lot of cruft from the bigger distribution, not focused on providing parity with Anaconda but rather focused on providing a curation of up-to-date and high quality packages in a variety of categories so that developers can hit the ground running. I would suggest utilizing a site like Awesome Python and using the number of stars as a key metric.

Lastly, I think there is value for a winpython-nano that just has Python (such as python-build-standalone) and a seed package such as uv (which can fill the role of pip, setuptools, wheel, pip-tools, pipx, poetry, pyenv, twine, virtualenv, etc.). Hopefully uv one day gets uv doc and uv test to make it just like cargo, with everything that one needs for development included in a single binary. This would let developers take full advantage of the "batteries" that Python already comes with, but still give them the capability to build, install, and publish their work (which the Python standard library lacks).

@chrisrodrigue
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Maybe there is even an opportunity to target the same platforms that Anaconda does and bundle other portable editors such as vscode (with Python extensions) or scripton.

@chrisrodrigue
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chrisrodrigue commented Feb 20, 2025

Actually, it looks like Scripton is neither FOSS, nor available for Windows 😞

But it looks like vscode has a portable mode that could work very well for incorporating with WinPython.

@stonebig
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stonebig commented Feb 23, 2025

Actually, it looks like Scripton is neither FOSS, nor available for Windows 😞

But it looks like vscode has a portable mode that could work very well for incorporating with WinPython.

It was a pain to maintain, and relying only on published wheels is the right direction for this voluntary tiny project.

@RoyiAvital
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I hope Numba will get support for NumPy 2.2.x before you publish this.

@stonebig
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stonebig commented Feb 23, 2025

I hope Numba will get support for NumPy 2.2.x before you publish this.

No, but you would make millions with a reliable predictor of when Numba will release new versions.

@stonebig
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stonebig commented Feb 23, 2025

WinPython 2024-04 rc (2025-02-2x)

Changes from WinPython 2024-05 b3 :

  • Infrastructure:
    • clean-up of non-published-as-wheel packages,
    • remains 2 non-published as wheels: intervaltree , winpython
    • we shall publish a freeze + hashtag of wheels at next cycle
  • New Packages:
    • pyusb-1.3.1
  • Upgraded Packages:
    • MarkupSafe-3.0.2, scs-3.2.7.post2
    • plotpy-2.7.2, pydantic_ai-0.0.24
    • jupyterlab-4.3.5, ipython-8.32.
  • Removed Packages: (without wheels)
    • filterpy, pywinusb (replaced per pyusb), simplegeneric, docopt
    • sspyrs
  • Difference betwen 3.12 and 3.13:
    • none: exactly same wheel-versions set

Areas of particular interest for testers:

  • check there is no big miss
  • binaries will be re-tagged as final in a few days if no major issue is reported

Binaries at:

MD5 SHA-1 SHA-256 Binary Size blake2b-256
8aef7e46e862e543d38bed851d0d6505 fe32d81a13bfd830b5c2820eb9f545ea2dc3302d 2bcb5bda5d6d27ffce3cccadd772599d534edcbcbca7cb59124e015b3919db68 Winpython64-3.12.9.0dotrc.zip 38 280 444 Bytes 9f2a468504c56bfb28fec03e47c6526b546098801f21e5137a58dd302838cc6d
b6fdc51ec5aa7cc449e3e31ab4750899 f623dc942a6e572a078a2cc71ddc0532d6fd7aef bf240df0e6ba72499dbea42ba4638264bb777f4d59822df0033f421a342c5188 Winpython64-3.12.9.0dotrc.7z 23 093 610 Bytes db09d389d7ac6a8e2cfb5369ad910ffcf60ee673894f0ad0a94386409f1d582c
39dcdd15299ac9a0aa068290432b6c89 80c48b7a91446019c1444b85be1124e8b27b9393 bf1be605dffa97207ab108d9d8dcab2f51c597fc31bebb5e6067811c93402fd3 Winpython64-3.12.9.0dotrc.exe 23 308 650 Bytes b4f20a6d870c99628fed5fa070ef4bf9312fabc91be926267ec9b9919d1f2353
e5c92eca86d5063d7c927b87ca7a979a eabb5add549cda18e7405c8dbe64f163ab92aa05 13a08f3bd516558ebca224bb44cc61d763e679b821a1bf240a700a093e7d47fc Winpython64-3.12.9.0slimrc.7z 616 678 094 Bytes ddcb6f9118e3e2522e920049cb44d82fdcd8e48bfe5f7a30faf1706742971951
688a2be695eda8f59d0cc690326d1299 d9e9ddaea543964d9e9743aec86ee7b342f5480f 02936d96bb488d111136dce11b08afa189b51f57f59d8d0e7068bea2a5fa67c0 Winpython64-3.12.9.0slimrc.exe 616 892 419 Bytes bcb6fdccc898a2d70d0f8ba7f80d9a056062fcc5d4cc78845dc979ee46e9292e
6a8d945c058d9fb08b78235bbf8d7ae6 bcbf848ed72de9b4595ee44faeec15a084408c06 0f984ca5dfc195a265a8b547be43891caed9a8770ba8a13b6f87b45990f12704 Winpython64-3.13.2.0dotrc.zip 39 737 933 Bytes 10008fb4a9193332a1cf5a0d180e503d3860a708a3add9a021c1b23c72ac767a
51617e557c70a78f70153b92c784ea69 217e21a9292ede8ddc50f4628a0a031c2320be3b 069f4a9a32b713f27d5a8f8ffccf2658580eeea7df7120b414b3fd74e7fc099e Winpython64-3.13.2.0dotrc.7z 24 777 973 Bytes b2e6ae219ea69c5f212534cd8a52e0c2bf0506b272b643be5884a52251da4125
6486a208002d34492af762d33e51c058 bd1af3dbd687ed1797ac61a85df74f25efb1578b dcdcb0608d74333bfb987219150f418b0c9637328703a5c12786ad1e24d5485b Winpython64-3.13.2.0slimrc.7z 621 789 094 Bytes 112a12e15435b200c22055407553879554e3487bed5118468ee2cd6a3c56fff2
04b8e6e1dc61e2871b5cf522c76ab471 7d66dd128689ae80dbfdb589604572bdf204fc9b 865c54d31aec95f3138b934a4c0a4ff440ac7a27d82b1a9667c61a80ec4d764f Winpython64-3.13.2.0slimrc.exe 622 004 549 Bytes fd1ad38146a6323be31c7a35aa39c31dd26b6c3d9328da97b71c6a3dcea622f9

WinPython 3.12.9.0slim

The following packages are included in WinPython-64bit v3.12.9.0slim .

Tools

Name Version Description

Python packages

Name Version Description
Python 3.12.9 Python programming language with standard library
absl_py 2.0.0 Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
adbc_driver_manager 1.3.0 A generic entrypoint for ADBC drivers.
aiofiles 23.2.1 File support for asyncio.
aiohappyeyeballs 2.4.4 Happy Eyeballs for asyncio
aiohttp 3.11.11 Async http client/server framework (asyncio)
aiosignal 1.3.1 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.20.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.16 A light, configurable Sphinx theme
alembic 1.13.1 A database migration tool for SQLAlchemy.
altair 5.5.0 Vega-Altair: A declarative statistical visualization library for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
annotated_types 0.6.0 Reusable constraint types to use with typing.Annotated
ansicolors 1.1.8 ANSI colors for Python
anthropic 0.42.0 The official Python library for the anthropic API
anyio 4.7.0 High level compatibility layer for multiple asynchronous event loop implementations
anywidget 0.9.12 custom jupyter widgets made easy
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 23.1.0 Argon2 for Python
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
array_api_compat 1.10.0 A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow 1.3.0 Better dates & times for Python
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.8.1 ASGI specs, helper code, and adapters
asn1crypto 1.5.1 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
asteval 0.9.31 Safe, minimalistic evaluator of python expression using ast module
astroid 3.1.0 An abstract syntax tree for Python with inference support.
astropy 6.1.6 Astronomy and astrophysics core library
astropy_iers_data 0.2024.12.23.0.33.24 IERS Earth Rotation and Leap Second tables for the astropy core package
asttokens 2.4.1 Annotate AST trees with source code positions
async_lru 2.0.4 Simple LRU cache for asyncio
atomicwrites 1.4.0 Atomic file writes.
attrs 23.2.0 Classes Without Boilerplate
autopep8 2.0.4 A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core 1.30.2 Microsoft Azure Core Library for Python
azure_cosmos 4.7.0 Microsoft Azure Cosmos Client Library for Python
azure_identity 1.16.1 Microsoft Azure Identity Library for Python
babel 2.16.0 Internationalization utilities
baresql 1.0.0 playing SQL directly on Python datas
bcrypt 4.0.1 Modern password hashing for your software and your servers
beautifulsoup4 4.12.2 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 24.10.0 The uncompromising code formatter.
bleach 6.1.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.9.0 Fast, simple object-to-object and broadcast signaling
bokeh 3.6.3 Interactive plots and applications in the browser from Python
branca 0.8.0 Generate complex HTML+JS pages with Python
brotli 1.1.0 Python bindings for the Brotli compression library
build 1.2.2.post1 A simple, correct Python build frontend
cachetools 5.4.0 Extensible memoizing collections and decorators
certifi 2024.6.2 Python package for providing Mozilla's CA Bundle.
cffi 1.17.1 Foreign Function Interface for Python calling C code.
chardet 5.2.0 Universal encoding detector for Python 3
charset_normalizer 3.4.0 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
clarabel 0.10.0 Clarabel Conic Interior Point Solver for Rust / Python
click 8.1.7 Composable command line interface toolkit
click_default_group 1.2.4 click_default_group
cloudpickle 3.0.0 Pickler class to extend the standard pickle.Pickler functionality
cohere 5.13.12
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.1.0 Collection of perceptually uniform colormaps
colorlog 6.8.2 Add colours to the output of Python's logging module.
comm 0.2.2 Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
contourpy 1.3.1 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.6.0 A command-line utility that creates projects from project templates, e.g
cryptography 44.0.0 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cvxopt 1.3.2 Convex optimization package
cvxpy 1.6.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.12.1 Composable style cycles
cython 3.0.11 The Cython compiler for writing C extensions in the Python language.
cytoolz 1.0.1 Cython implementation of Toolz: High performance functional utilities
dask 2024.12.1 Parallel PyData with Task Scheduling
dask_expr 1.1.21 High Level Expressions for Dask
datasette 0.64.8 An open source multi-tool for exploring and publishing data
datasette_graphql 2.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.16.3 Data visualization toolchain based on aggregating into a grid
deap 1.4.2 Distributed Evolutionary Algorithms in Python
debugpy 1.8.0 An implementation of the Debug Adapter Protocol for Python
decorator 5.1.1 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
diff_match_patch 20230430 Diff Match and Patch
dill 0.3.9 serialize all of Python
distributed 2024.12.1 Distributed scheduler for Dask
distro 1.8.0 Distro - an OS platform information API
django 5.0.7 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython 2.6.1 DNS toolkit
docstring_to_markdown 0.13 On the fly conversion of Python docstrings to markdown
docutils 0.21.2 Docutils -- Python Documentation Utilities
duckdb 1.2.0 DuckDB in-process database
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
eval_type_backport 0.2.2 Like typing._eval_type, but lets older Python versions use newer typing features.
executing 2.0.1 Get the currently executing AST node of a frame, and other information
faker 33.3.1 Faker is a Python package that generates fake data for you.
fast_histogram 0.14 Fast simple 1D and 2D histograms
fastapi 0.115.6 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastavro 1.10.0 Fast read/write of AVRO files
fastjsonschema 2.18.0 Fastest Python implementation of JSON schema
filelock 3.14.0 A platform independent file lock.
flake8 7.1.1 the modular source code checker: pep8 pyflakes and co
flask 3.1.0 A simple framework for building complex web applications.
flit 3.10.1 A simple packaging tool for simple packages.
flit_core 3.10.1 Distribution-building parts of Flit. See flit package for more information
folium 0.18.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.55.3 Tools to manipulate font files
fqdn 1.5.1 Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
frozenlist 1.5.0 A list-like structure which implements collections.abc.MutableSequence
fsspec 2024.6.1 File-system specification
fuzzywuzzy 0.18.0 Fuzzy string matching in python
geographiclib 2.0 The geodesic routines from GeographicLib
geopandas 1.0.1 Geographic pandas extensions
geopy 2.4.1 Python Geocoding Toolbox
gitdb 4.0.10 Git Object Database
gitpython 3.1.32 GitPython is a Python library used to interact with Git repositories
google_auth 2.37.0 Google Authentication Library
graphene 3.3 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core
greenlet 3.1.1 Lightweight in-process concurrent programming
griffe 1.5.5 Signatures for entire Python programs
groq 0.13.1 The official Python library for the groq API
guidata 3.7.1 Automatic GUI generation for easy dataset editing and display
h11 0.14.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.12.1 Read and write HDF5 files from Python
hatchling 1.27.0 Modern, extensible Python build backend
holoviews 1.20.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 1.0.5 A minimal low-level HTTP client.
httpie 3.2.4 HTTPie: modern, user-friendly command-line HTTP client for the API era.
httpx 0.27.2 The next generation HTTP client.
httpx_sse 0.4.0 Consume Server-Sent Event (SSE) messages with HTTPX.
huggingface_hub 0.28.1 Client library to download and publish models, datasets and other repos on the huggingface.co hub
hupper 1.12 Integrated process monitor for developing and reloading daemons.
hvplot 0.11.2 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.16.0 A ASGI Server based on Hyper libraries and inspired by Gunicorn
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.122.3 A library for property-based testing
idna 3.7 Internationalized Domain Names in Applications (IDNA)
imageio 2.33.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.13.0 Toolbox for imbalanced dataset in machine learning
importlib_metadata 7.1.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 2.0.0 brain-dead simple config-ini parsing
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.3 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.29.5 IPython Kernel for Jupyter
ipyleaflet 0.19.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.6 Matplotlib Jupyter Extension
ipython 8.32.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.5.0 RDBMS access via IPython
ipywidgets 8.1.5 Jupyter interactive widgets
isoduration 20.11.0 Operations with ISO 8601 durations
isort 5.13.2 A Python utility / library to sort Python imports.
itsdangerous 2.2.0 Safely pass data to untrusted environments and back.
janus 2.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco_classes 3.4.0 Utility functions for Python class constructs
jaraco_context 6.0.1 Useful decorators and context managers
jaraco_functools 4.1.0 Functools like those found in stdlib
jedi 0.19.2 An autocompletion tool for Python that can be used for text editors.
jellyfish 1.1.3 Approximate and phonetic matching of strings.
jinja2 3.1.2 A very fast and expressive template engine.
jiter 0.8.2 Fast iterable JSON parser.
joblib 1.4.2 Lightweight pipelining with Python functions
json5 0.9.14 A Python implementation of the JSON5 data format.
jsonpatch 1.33 Apply JSON-Patches (RFC 6902)
jsonpath_python 1.0.6 A more powerful JSONPath implementation in modern python
jsonpointer 2.4 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.19.2 An implementation of JSON Schema validation for Python
jsonschema_specifications 2023.12.1 The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia 0.6.2 Julia/Python bridge with IPython support.
jupyter 1.1.1 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 4.0.5 A Jupyter extension for rendering Bokeh content.
jupyter_client 8.6.2 Jupyter protocol implementation and client libraries
jupyter_console 6.6.3 Jupyter terminal console
jupyter_core 5.7.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events 0.10.0 Jupyter Event System library
jupyter_leaflet 0.19.2 ipyleaflet extensions for JupyterLab and Jupyter Notebook
jupyter_lsp 2.2.5 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_server 2.14.2 The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
jupyter_server_terminals 0.5.3 A Jupyter Server Extension Providing Terminals.
jupyterlab 4.3.5 JupyterLab computational environment
jupyterlab_pygments 0.3.0 Pygments theme using JupyterLab CSS variables
jupyterlab_server 2.27.3 A set of server components for JupyterLab and JupyterLab like applications.
jupyterlab_widgets 3.0.13 Jupyter interactive widgets for JupyterLab
keras 3.8.0 Multi-backend Keras
keyring 25.6.0 Store and access your passwords safely.
kiwisolver 1.4.8 A fast implementation of the Cassowary constraint solver
langchain 0.3.18 Building applications with LLMs through composability
langchain_core 0.3.34 Building applications with LLMs through composability
langchain_text_splitters 0.3.6 LangChain text splitting utilities
langsmith 0.2.11 Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.
lazy_loader 0.4 Makes it easy to load subpackages and functions on demand.
linkify_it_py 2.0.2 Links recognition library with FULL unicode support.
llvmlite 0.44.0 lightweight wrapper around basic LLVM functionality
lmfit 1.3.1 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python on Linux and Windows
logfire_api 3.5.3 Shim for the Logfire SDK which does nothing unless Logfire is installed
lxml 5.3.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
mako 1.3.5 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.5.1 Python implementation of John Gruber's Markdown.
markdown_it_py 2.2.0 Python port of markdown-it. Markdown parsing, done right!
markupsafe 3.0.2 Safely add untrusted strings to HTML/XML markup.
matplotlib 3.10.0 Python plotting package
matplotlib_inline 0.1.7 Inline Matplotlib backend for Jupyter
maturin 1.8.1 Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mdit_py_plugins 0.3.5 Collection of plugins for markdown-it-py
mdurl 0.1.2 Markdown URL utilities
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
missingno 0.5.1 Missing data visualization module for Python.
mistralai 1.2.5 Python Client SDK for the Mistral AI API.
mistune 2.0.5 A sane Markdown parser with useful plugins and renderers
mizani 0.11.4 Scales for Python
ml_dtypes 0.5.0
mlxtend 0.23.3 Machine Learning Library Extensions
more_itertools 10.2.0 More routines for operating on iterables, beyond itertools
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpmath 1.3.0 Python library for arbitrary-precision floating-point arithmetic
msal 1.30.0 The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
msal_extensions 1.2.0 Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
msgpack 1.1.0 MessagePack serializer
multidict 6.1.0 multidict implementation
multipledispatch 1.0.0 Multiple dispatch
mutagen 1.47.0 read and write audio tags for many formats
mypy 1.14.0 Optional static typing for Python
mypy_extensions 1.0.0 Type system extensions for programs checked with the mypy type checker.
mysql_connector_python 8.0.21 MySQL driver written in Python
namex 0.0.8 A simple utility to separate the implementation of your Python package and its public API surface.
narwhals 1.21.1 Extremely lightweight compatibility layer between dataframe libraries
nbclient 0.10.0 A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
nbconvert 7.16.1 Converting Jupyter Notebooks (.ipynb files) to other formats
nbformat 5.10.4 The Jupyter Notebook format
nest_asyncio 1.6.0 Patch asyncio to allow nested event loops
networkx 3.4.2 Python package for creating and manipulating graphs and networks
nh3 0.2.18 Python bindings to the ammonia HTML sanitization library.
nltk 3.9.1 Natural Language Toolkit
notebook 7.3.1 Jupyter Notebook - A web-based notebook environment for interactive computing
notebook_shim 0.2.4 A shim layer for notebook traits and config
numba 0.61.0 compiling Python code using LLVM
numpy 2.1.3 Fundamental package for array computing in Python
numpydoc 1.6.0 Sphinx extension to support docstrings in Numpy format
openai 1.61.1 The official Python library for the openai API
opencv_python 4.10.0.84 Wrapper package for OpenCV python bindings.
openpyxl 3.1.2 A Python library to read/write Excel 2010 xlsx/xlsm files
optree 0.13.1 Optimized PyTree Utilities.
optuna 3.6.1 A hyperparameter optimization framework
orjson 3.10.12 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp 0.6.7.post3 OSQP: The Operator Splitting QP Solver
outcome 1.3.0.post0 Capture the outcome of Python function calls.
overrides 7.7.0 A decorator to automatically detect mismatch when overriding a method.
packaging 24.2 Core utilities for Python packages
pandas 2.2.3 Powerful data structures for data analysis, time series, and statistics
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 1.6.0 The powerful data exploration & web app framework for Python.
papermill 2.6.0 Parameterize and run Jupyter and nteract Notebooks
param 2.1.1 Make your Python code clearer and more reliable by declaring Parameters.
paramiko 2.8.0 SSH2 protocol library
parso 0.8.4 A Python Parser
partd 1.4.0 Appendable key-value storage
pathspec 0.11.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.6 A Python package for describing statistical models and for building design matrices.
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 11.1.0 Python Imaging Library (Fork)
pint 0.23 Physical quantities module
pip 24.3.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.11.2 Query metadata from sdists / bdists / installed packages.
platformdirs 4.2.2 A small Python package for determining appropriate platform-specific dirs, e.g. a user data dir.
plotly 5.24.1 An open-source, interactive data visualization library for Python
plotnine 0.13.6 A Grammar of Graphics for Python
plotpy 2.7.2 Curve and image plotting tools for Python/Qt applications
pluggy 1.5.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
polars 1.22.0 Blazingly fast DataFrame library
portalocker 2.7.0 Wraps the portalocker recipe for easy usage
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
prince 0.15.0 Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
prometheus_client 0.18.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.48 Library for building powerful interactive command lines in Python
propcache 0.2.1 Accelerated property cache
protobuf 5.27.3
psutil 5.9.8 Cross-platform lib for process and system monitoring in Python.
psygnal 0.11.1 Fast python callback/event system modeled after Qt Signals
ptpython 3.0.29 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
pyarrow 19.0.0 Python library for Apache Arrow
pyasn1 0.4.8 ASN.1 types and codecs
pyasn1_modules 0.2.8 A collection of ASN.1-based protocols modules.
pybind11 2.13.6 Seamless operability between C++11 and Python
pycodestyle 2.12.0 Python style guide checker
pycparser 2.22 C parser in Python
pycryptodomex 3.20.0 Cryptographic library for Python
pyct 0.5.0 Python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 2.10.6 Data validation using Python type hints
pydantic_ai 0.0.24 Agent Framework / shim to use Pydantic with LLMs
pydantic_ai_slim 0.0.24 Agent Framework / shim to use Pydantic with LLMs, slim package
pydantic_core 2.27.2 Core functionality for Pydantic validation and serialization
pydantic_graph 0.0.24 Graph and state machine library
pydeck 0.9.1 Widget for deck.gl maps
pydocstyle 6.3.0 Python docstring style checker
pydub 0.25.1 Manipulate audio with an simple and easy high level interface
pyerfa 2.0.1.4 Python bindings for ERFA
pyflakes 3.2.0 passive checker of Python programs
pygments 2.19.1 Pygments is a syntax highlighting package written in Python.
pyjwt 2.8.0 JSON Web Token implementation in Python
pylint 3.1.0 python code static checker
pylint_venv 3.0.3 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-lsp-server
pymongo 4.10.1 Python driver for MongoDB http://www.mongodb.org
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.12 Nearest Neighbor Descent
pyodbc 5.2.0 DB API module for ODBC
pyogrio 0.10.0 Vectorized spatial vector file format I/O using GDAL/OGR
pyomo 6.8.2 Pyomo: Python Optimization Modeling Objects
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 3.2.1 pyparsing module - Classes and methods to define and execute parsing grammars
pypdf 5.1.0 A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pyproj 3.7.0 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyproject_hooks 1.1.0 Wrappers to call pyproject.toml-based build backend hooks.
pyqt5 5.15.10 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.16.1 The sip module support for PyQt5
pyqtgraph 0.13.7 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.6 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyserial 3.5 Python Serial Port Extension
pysocks 1.7.1 A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
pyspnego 0.11.2 Windows Negotiate Authentication Client and Server
pytest 8.2.2 pytest: simple powerful testing with Python
python_barcode 0.15.1 Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 1.0.1 Read key-value pairs from a .env file and set them as environment variables
python_json_logger 2.0.7 A python library adding a json log formatter
python_lsp_black 2.0.0 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.1.2 JSON RPC 2.0 server library
python_lsp_server 1.12.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.9 A streaming multipart parser for Python
python_slugify 8.0.4 A Python slugify application that also handles Unicode
pythonqwt 0.14.4 Qt plotting widgets for Python
pytoolconfig 1.3.1 Python tool configuration
pytz 2024.1 World timezone definitions, modern and historical
pyusb 1.3.1 Easy USB access for Python
pyviz_comms 3.0.3 A JupyterLab extension for rendering HoloViz content.
pywavelets 1.8.0 PyWavelets, wavelet transform module
pywin32 308 Python for Window Extensions
pywin32_ctypes 0.2.2 A (partial) reimplementation of pywin32 using ctypes/cffi
pywinpty 2.0.14 Pseudo terminal support for Windows from Python.
pyyaml 6.0.2 YAML parser and emitter for Python
pyzmq 26.2.0 Python bindings for 0MQ
qdarkstyle 3.2.3 The most complete dark/light style sheet for C++/Python and Qt applications
qdldl 0.1.7.post5 QDLDL, a free LDL factorization routine.
qrcode 8.0 QR Code image generator
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.3.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.5.2 Jupyter Qt console
qtpy 2.4.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
quantecon 0.7.2 Import the main names to top level.
quart 0.19.4 A Python ASGI web microframework with the same API as Flask
rapidfuzz 3.9.6 rapid fuzzy string matching
readme_renderer 44.0 readme_renderer is a library for rendering readme descriptions for Warehouse
redis 5.0.8 Python client for Redis database and key-value store
referencing 0.35.1 JSON Referencing + Python
regex 2024.11.6 Alternative regular expression module, to replace re.
reportlab 4.2.5 The Reportlab Toolkit
requests 2.32.3 Python HTTP for Humans.
requests_ntlm 1.3.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 1.0.0 A utility belt for advanced users of python-requests
rfc3339_validator 0.1.4 A pure python RFC3339 validator
rfc3986 2.0.0 Validating URI References per RFC 3986
rfc3986_validator 0.1.1 Pure python rfc3986 validator
rich 13.9.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope 1.12.0 a python refactoring library...
rpds_py 0.22.3 Python bindings to Rust's persistent data structures (rpds)
rsa 4.7.2 Pure-Python RSA implementation
rtree 1.1.0 R-Tree spatial index for Python GIS
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_image 0.25.0 Image processing in Python
scikit_learn 1.6.1 A set of python modules for machine learning and data mining
scipy 1.15.1 Fundamental algorithms for scientific computing in Python
scramp 1.4.5 An implementation of the SCRAM protocol.
scs 3.2.7.post2 Splitting conic solver
seaborn 0.13.2 Statistical data visualization
send2trash 1.8.2 Send file to trash natively under Mac OS X, Windows and Linux
setuptools 75.6.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 2.0.6 Manipulation and analysis of geometric objects
simplejson 3.19.3 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
sklearn_compat 0.1.3 Ease support for compatible scikit-learn estimators across versions
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
sniffio 1.3.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 29 stemmers for 28 languages generated from Snowball algorithms.
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.5.1 Play and Record Sound with Python
soupsieve 2.6 A modern CSS selector implementation for Beautiful Soup.
sphinx 7.3.7 Python documentation generator
sphinx_rtd_theme 3.0.2 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 2.0.0 sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 2.0.0 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
sphinxcontrib_htmlhelp 2.1.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery 4.1 Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 2.0.0 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
sphinxcontrib_serializinghtml 2.0.0 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
spyder 5.5.6 The Scientific Python Development Environment
spyder_kernels 2.5.2 Jupyter kernels for Spyder's console
sqlalchemy 2.0.35 Database Abstraction Library
sqlite_bro 0.13.1 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.38 CLI tool and Python library for manipulating SQLite databases
sqlparse 0.5.3 A non-validating SQL parser.
squarify 0.4.4 Pure Python implementation of the squarify treemap layout algorithm
sspilib 0.2.0 SSPI API bindings for Python
stack_data 0.6.3 Extract data from python stack frames and tracebacks for informative displays
starlette 0.41.3 The little ASGI library that shines.
statsmodels 0.14.4 Statistical computations and models for Python
streamlit 1.41.1 A faster way to build and share data apps
streamz 0.6.3 Streams
sympy 1.13.3 Computer algebra system (CAS) in Python
tabulate 0.9.0 Pretty-print tabular data
tblib 3.0.0 Traceback serialization library.
tenacity 9.0.0 Retry code until it succeeds
termcolor 2.5.0 ANSI color formatting for output in terminal
terminado 0.18.1 Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.6.3 Compute distance between the two texts.
thefuzz 0.22.1 Fuzzy string matching in python
threadpoolctl 3.5.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2025.1.10 Read and write TIFF files
tiktoken 0.8.0 tiktoken is a fast BPE tokeniser for use with OpenAI's models
tinycss2 1.4.0 A tiny CSS parser
tokenizers 0.21.0
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.2.1 A lil' TOML parser
tomli_w 1.1.0 A lil' TOML writer
tomlkit 0.13.2 Style preserving TOML library
toolz 1.0.0 List processing tools and functional utilities
tornado 6.4.2 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.66.4 Fast, Extensible Progress Meter
traitlets 5.14.1 Traitlets Python configuration system
traittypes 0.2.1 Scipy trait types
trio 0.28.0 A friendly Python library for async concurrency and I/O
trove_classifiers 2024.10.21.16 Canonical source for classifiers on PyPI (pypi.org).
twine 6.0.1 Collection of utilities for publishing packages on PyPI
types_python_dateutil 2.9.0.20240316 Typing stubs for python-dateutil
types_requests 2.32.0.20241016 Typing stubs for requests
typing_extensions 4.12.2 Backported and Experimental Type Hints for Python 3.8+
typing_inspect 0.9.0 Runtime inspection utilities for typing module.
tzdata 2024.1 Provider of IANA time zone data
tzlocal 5.2 tzinfo object for the local timezone
uc_micro_py 1.0.1 Micro subset of unicode data files for linkify-it-py projects.
ujson 5.10.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.6 Uniform Manifold Approximation and Projection
uncertainties 3.2.2 calculations with values with uncertainties, error propagation
uri_template 1.3.0 RFC 6570 URI Template Processor
urllib3 2.2.3 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.34.0 The lightning-fast ASGI server.
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
waitress 3.0.0 Waitress WSGI server
watchdog 6.0.0 Filesystem events monitoring
wcwidth 0.2.13 Measures the displayed width of unicode strings in a terminal
webcolors 24.11.1 A library for working with the color formats defined by HTML and CSS.
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.8.0 WebSocket client for Python with low level API options
websockets 14.2 An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug 3.1.3 The comprehensive WSGI web application library.
whatthepatch 1.0.7 A patch parsing and application library.
wheel 0.45.1 A built-package format for Python
widgetsnbextension 4.0.13 Jupyter interactive widgets for Jupyter Notebook
winpython 13.1.20250222 WinPython distribution tools, including WPPM
wordcloud 1.9.4 A little word cloud generator
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2025.1.1 N-D labeled arrays and datasets in Python
xlsxwriter 3.1.9 A Python module for creating Excel XLSX files.
xyzservices 2023.10.1 Source of XYZ tiles providers
yapf 0.40.1 A formatter for Python code.
yarl 1.18.3 Yet another URL library
yt_dlp 2023.7.6 A youtube-dl fork with additional features and patches
zict 3.0.0 Mutable mapping tools
zipp 3.21.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.23.0 Zstandard bindings for Python

WinPython 3.13.2.0slim

The following packages are included in WinPython-64bit v3.13.2.0slim .

Tools

Name Version Description

Python packages

Name Version Description
Python 3.13.2 Python programming language with standard library
absl_py 2.0.0 Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
adbc_driver_manager 1.3.0 A generic entrypoint for ADBC drivers.
aiofiles 23.2.1 File support for asyncio.
aiohappyeyeballs 2.4.4 Happy Eyeballs for asyncio
aiohttp 3.11.11 Async http client/server framework (asyncio)
aiosignal 1.3.1 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.20.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.16 A light, configurable Sphinx theme
alembic 1.13.1 A database migration tool for SQLAlchemy.
altair 5.5.0 Vega-Altair: A declarative statistical visualization library for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
annotated_types 0.6.0 Reusable constraint types to use with typing.Annotated
ansicolors 1.1.8 ANSI colors for Python
anthropic 0.42.0 The official Python library for the anthropic API
anyio 4.7.0 High level compatibility layer for multiple asynchronous event loop implementations
anywidget 0.9.12 custom jupyter widgets made easy
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 23.1.0 Argon2 for Python
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
array_api_compat 1.10.0 A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow 1.3.0 Better dates & times for Python
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.8.1 ASGI specs, helper code, and adapters
asn1crypto 1.5.1 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
asteval 0.9.31 Safe, minimalistic evaluator of python expression using ast module
astroid 3.1.0 An abstract syntax tree for Python with inference support.
astropy 6.1.6 Astronomy and astrophysics core library
astropy_iers_data 0.2024.12.23.0.33.24 IERS Earth Rotation and Leap Second tables for the astropy core package
asttokens 2.4.1 Annotate AST trees with source code positions
async_lru 2.0.4 Simple LRU cache for asyncio
atomicwrites 1.4.0 Atomic file writes.
attrs 23.2.0 Classes Without Boilerplate
autopep8 2.0.4 A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core 1.30.2 Microsoft Azure Core Library for Python
azure_cosmos 4.7.0 Microsoft Azure Cosmos Client Library for Python
azure_identity 1.16.1 Microsoft Azure Identity Library for Python
babel 2.16.0 Internationalization utilities
baresql 1.0.0 playing SQL directly on Python datas
bcrypt 4.0.1 Modern password hashing for your software and your servers
beautifulsoup4 4.12.2 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 24.10.0 The uncompromising code formatter.
bleach 6.1.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.9.0 Fast, simple object-to-object and broadcast signaling
bokeh 3.6.3 Interactive plots and applications in the browser from Python
branca 0.8.0 Generate complex HTML+JS pages with Python
brotli 1.1.0 Python bindings for the Brotli compression library
build 1.2.2.post1 A simple, correct Python build frontend
cachetools 5.4.0 Extensible memoizing collections and decorators
certifi 2024.6.2 Python package for providing Mozilla's CA Bundle.
cffi 1.17.1 Foreign Function Interface for Python calling C code.
chardet 5.2.0 Universal encoding detector for Python 3
charset_normalizer 3.4.0 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
clarabel 0.10.0 Clarabel Conic Interior Point Solver for Rust / Python
click 8.1.7 Composable command line interface toolkit
click_default_group 1.2.4 click_default_group
cloudpickle 3.0.0 Pickler class to extend the standard pickle.Pickler functionality
cohere 5.13.12
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.1.0 Collection of perceptually uniform colormaps
colorlog 6.8.2 Add colours to the output of Python's logging module.
comm 0.2.2 Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
contourpy 1.3.1 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.6.0 A command-line utility that creates projects from project templates, e.g
cryptography 44.0.0 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cvxopt 1.3.2 Convex optimization package
cvxpy 1.6.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.12.1 Composable style cycles
cython 3.0.11 The Cython compiler for writing C extensions in the Python language.
cytoolz 1.0.1 Cython implementation of Toolz: High performance functional utilities
dask 2024.12.1 Parallel PyData with Task Scheduling
dask_expr 1.1.21 High Level Expressions for Dask
datasette 0.64.8 An open source multi-tool for exploring and publishing data
datasette_graphql 2.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.16.3 Data visualization toolchain based on aggregating into a grid
deap 1.4.2 Distributed Evolutionary Algorithms in Python
debugpy 1.8.0 An implementation of the Debug Adapter Protocol for Python
decorator 5.1.1 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
diff_match_patch 20230430 Diff Match and Patch
dill 0.3.9 serialize all of Python
distributed 2024.12.1 Distributed scheduler for Dask
distro 1.8.0 Distro - an OS platform information API
django 5.0.7 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython 2.6.1 DNS toolkit
docstring_to_markdown 0.13 On the fly conversion of Python docstrings to markdown
docutils 0.21.2 Docutils -- Python Documentation Utilities
duckdb 1.2.0 DuckDB in-process database
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
eval_type_backport 0.2.2 Like typing._eval_type, but lets older Python versions use newer typing features.
executing 2.0.1 Get the currently executing AST node of a frame, and other information
faker 33.3.1 Faker is a Python package that generates fake data for you.
fast_histogram 0.14 Fast simple 1D and 2D histograms
fastapi 0.115.6 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastavro 1.10.0 Fast read/write of AVRO files
fastjsonschema 2.18.0 Fastest Python implementation of JSON schema
filelock 3.14.0 A platform independent file lock.
flake8 7.1.1 the modular source code checker: pep8 pyflakes and co
flask 3.1.0 A simple framework for building complex web applications.
flit 3.10.1 A simple packaging tool for simple packages.
flit_core 3.10.1 Distribution-building parts of Flit. See flit package for more information
folium 0.18.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.55.3 Tools to manipulate font files
fqdn 1.5.1 Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
frozenlist 1.5.0 A list-like structure which implements collections.abc.MutableSequence
fsspec 2024.6.1 File-system specification
fuzzywuzzy 0.18.0 Fuzzy string matching in python
geographiclib 2.0 The geodesic routines from GeographicLib
geopandas 1.0.1 Geographic pandas extensions
geopy 2.4.1 Python Geocoding Toolbox
gitdb 4.0.10 Git Object Database
gitpython 3.1.32 GitPython is a Python library used to interact with Git repositories
google_auth 2.37.0 Google Authentication Library
graphene 3.3 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core
greenlet 3.1.1 Lightweight in-process concurrent programming
griffe 1.5.5 Signatures for entire Python programs
groq 0.13.1 The official Python library for the groq API
guidata 3.7.1 Automatic GUI generation for easy dataset editing and display
h11 0.14.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.12.1 Read and write HDF5 files from Python
hatchling 1.27.0 Modern, extensible Python build backend
holoviews 1.20.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 1.0.5 A minimal low-level HTTP client.
httpie 3.2.4 HTTPie: modern, user-friendly command-line HTTP client for the API era.
httpx 0.27.2 The next generation HTTP client.
httpx_sse 0.4.0 Consume Server-Sent Event (SSE) messages with HTTPX.
huggingface_hub 0.28.1 Client library to download and publish models, datasets and other repos on the huggingface.co hub
hupper 1.12 Integrated process monitor for developing and reloading daemons.
hvplot 0.11.2 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.16.0 A ASGI Server based on Hyper libraries and inspired by Gunicorn
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.122.3 A library for property-based testing
idna 3.7 Internationalized Domain Names in Applications (IDNA)
imageio 2.33.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.13.0 Toolbox for imbalanced dataset in machine learning
importlib_metadata 7.1.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 2.0.0 brain-dead simple config-ini parsing
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.3 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.29.5 IPython Kernel for Jupyter
ipyleaflet 0.19.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.6 Matplotlib Jupyter Extension
ipython 8.32.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.5.0 RDBMS access via IPython
ipywidgets 8.1.5 Jupyter interactive widgets
isoduration 20.11.0 Operations with ISO 8601 durations
isort 5.13.2 A Python utility / library to sort Python imports.
itsdangerous 2.2.0 Safely pass data to untrusted environments and back.
janus 2.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco_classes 3.4.0 Utility functions for Python class constructs
jaraco_context 6.0.1 Useful decorators and context managers
jaraco_functools 4.1.0 Functools like those found in stdlib
jedi 0.19.2 An autocompletion tool for Python that can be used for text editors.
jellyfish 1.1.3 Approximate and phonetic matching of strings.
jinja2 3.1.2 A very fast and expressive template engine.
jiter 0.8.2 Fast iterable JSON parser.
joblib 1.4.2 Lightweight pipelining with Python functions
json5 0.9.14 A Python implementation of the JSON5 data format.
jsonpatch 1.33 Apply JSON-Patches (RFC 6902)
jsonpath_python 1.0.6 A more powerful JSONPath implementation in modern python
jsonpointer 2.4 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.19.2 An implementation of JSON Schema validation for Python
jsonschema_specifications 2023.12.1 The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia 0.6.2 Julia/Python bridge with IPython support.
jupyter 1.1.1 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 4.0.5 A Jupyter extension for rendering Bokeh content.
jupyter_client 8.6.2 Jupyter protocol implementation and client libraries
jupyter_console 6.6.3 Jupyter terminal console
jupyter_core 5.7.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events 0.10.0 Jupyter Event System library
jupyter_leaflet 0.19.2 ipyleaflet extensions for JupyterLab and Jupyter Notebook
jupyter_lsp 2.2.5 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_server 2.14.2 The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
jupyter_server_terminals 0.5.3 A Jupyter Server Extension Providing Terminals.
jupyterlab 4.3.5 JupyterLab computational environment
jupyterlab_pygments 0.3.0 Pygments theme using JupyterLab CSS variables
jupyterlab_server 2.27.3 A set of server components for JupyterLab and JupyterLab like applications.
jupyterlab_widgets 3.0.13 Jupyter interactive widgets for JupyterLab
keras 3.8.0 Multi-backend Keras
keyring 25.6.0 Store and access your passwords safely.
kiwisolver 1.4.8 A fast implementation of the Cassowary constraint solver
langchain 0.3.18 Building applications with LLMs through composability
langchain_core 0.3.34 Building applications with LLMs through composability
langchain_text_splitters 0.3.6 LangChain text splitting utilities
langsmith 0.2.11 Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.
lazy_loader 0.4 Makes it easy to load subpackages and functions on demand.
linkify_it_py 2.0.2 Links recognition library with FULL unicode support.
llvmlite 0.44.0 lightweight wrapper around basic LLVM functionality
lmfit 1.3.1 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python on Linux and Windows
logfire_api 3.5.3 Shim for the Logfire SDK which does nothing unless Logfire is installed
lxml 5.3.0 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
mako 1.3.5 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.5.1 Python implementation of John Gruber's Markdown.
markdown_it_py 2.2.0 Python port of markdown-it. Markdown parsing, done right!
markupsafe 3.0.2 Safely add untrusted strings to HTML/XML markup.
matplotlib 3.10.0 Python plotting package
matplotlib_inline 0.1.7 Inline Matplotlib backend for Jupyter
maturin 1.8.1 Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mdit_py_plugins 0.3.5 Collection of plugins for markdown-it-py
mdurl 0.1.2 Markdown URL utilities
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
missingno 0.5.1 Missing data visualization module for Python.
mistralai 1.2.5 Python Client SDK for the Mistral AI API.
mistune 2.0.5 A sane Markdown parser with useful plugins and renderers
mizani 0.11.4 Scales for Python
ml_dtypes 0.5.0
mlxtend 0.23.3 Machine Learning Library Extensions
more_itertools 10.2.0 More routines for operating on iterables, beyond itertools
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpmath 1.3.0 Python library for arbitrary-precision floating-point arithmetic
msal 1.30.0 The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
msal_extensions 1.2.0 Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
msgpack 1.1.0 MessagePack serializer
multidict 6.1.0 multidict implementation
multipledispatch 1.0.0 Multiple dispatch
mutagen 1.47.0 read and write audio tags for many formats
mypy 1.14.0 Optional static typing for Python
mypy_extensions 1.0.0 Type system extensions for programs checked with the mypy type checker.
mysql_connector_python 8.0.21 MySQL driver written in Python
namex 0.0.8 A simple utility to separate the implementation of your Python package and its public API surface.
narwhals 1.21.1 Extremely lightweight compatibility layer between dataframe libraries
nbclient 0.10.0 A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
nbconvert 7.16.1 Converting Jupyter Notebooks (.ipynb files) to other formats
nbformat 5.10.4 The Jupyter Notebook format
nest_asyncio 1.6.0 Patch asyncio to allow nested event loops
networkx 3.4.2 Python package for creating and manipulating graphs and networks
nh3 0.2.18 Python bindings to the ammonia HTML sanitization library.
nltk 3.9.1 Natural Language Toolkit
notebook 7.3.1 Jupyter Notebook - A web-based notebook environment for interactive computing
notebook_shim 0.2.4 A shim layer for notebook traits and config
numba 0.61.0 compiling Python code using LLVM
numpy 2.1.3 Fundamental package for array computing in Python
numpydoc 1.6.0 Sphinx extension to support docstrings in Numpy format
openai 1.61.1 The official Python library for the openai API
opencv_python 4.10.0.84 Wrapper package for OpenCV python bindings.
openpyxl 3.1.2 A Python library to read/write Excel 2010 xlsx/xlsm files
optree 0.13.1 Optimized PyTree Utilities.
optuna 3.6.1 A hyperparameter optimization framework
orjson 3.10.12 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp 0.6.7.post3 OSQP: The Operator Splitting QP Solver
outcome 1.3.0.post0 Capture the outcome of Python function calls.
overrides 7.7.0 A decorator to automatically detect mismatch when overriding a method.
packaging 24.2 Core utilities for Python packages
pandas 2.2.3 Powerful data structures for data analysis, time series, and statistics
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 1.6.0 The powerful data exploration & web app framework for Python.
papermill 2.6.0 Parameterize and run Jupyter and nteract Notebooks
param 2.1.1 Make your Python code clearer and more reliable by declaring Parameters.
paramiko 2.8.0 SSH2 protocol library
parso 0.8.4 A Python Parser
partd 1.4.0 Appendable key-value storage
pathspec 0.11.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.6 A Python package for describing statistical models and for building design matrices.
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 11.1.0 Python Imaging Library (Fork)
pint 0.23 Physical quantities module
pip 24.3.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.11.2 Query metadata from sdists / bdists / installed packages.
platformdirs 4.2.2 A small Python package for determining appropriate platform-specific dirs, e.g. a user data dir.
plotly 5.24.1 An open-source, interactive data visualization library for Python
plotnine 0.13.6 A Grammar of Graphics for Python
plotpy 2.7.2 Curve and image plotting tools for Python/Qt applications
pluggy 1.5.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
polars 1.22.0 Blazingly fast DataFrame library
portalocker 2.7.0 Wraps the portalocker recipe for easy usage
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
prince 0.15.0 Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
prometheus_client 0.18.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.48 Library for building powerful interactive command lines in Python
propcache 0.2.1 Accelerated property cache
protobuf 5.27.3
psutil 5.9.8 Cross-platform lib for process and system monitoring in Python.
psygnal 0.11.1 Fast python callback/event system modeled after Qt Signals
ptpython 3.0.29 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
pyarrow 19.0.0 Python library for Apache Arrow
pyasn1 0.4.8 ASN.1 types and codecs
pyasn1_modules 0.2.8 A collection of ASN.1-based protocols modules.
pybind11 2.13.6 Seamless operability between C++11 and Python
pycodestyle 2.12.0 Python style guide checker
pycparser 2.22 C parser in Python
pycryptodomex 3.20.0 Cryptographic library for Python
pyct 0.5.0 Python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 2.10.6 Data validation using Python type hints
pydantic_ai 0.0.24 Agent Framework / shim to use Pydantic with LLMs
pydantic_ai_slim 0.0.24 Agent Framework / shim to use Pydantic with LLMs, slim package
pydantic_core 2.27.2 Core functionality for Pydantic validation and serialization
pydantic_graph 0.0.24 Graph and state machine library
pydeck 0.9.1 Widget for deck.gl maps
pydocstyle 6.3.0 Python docstring style checker
pydub 0.25.1 Manipulate audio with an simple and easy high level interface
pyerfa 2.0.1.4 Python bindings for ERFA
pyflakes 3.2.0 passive checker of Python programs
pygments 2.19.1 Pygments is a syntax highlighting package written in Python.
pyjwt 2.8.0 JSON Web Token implementation in Python
pylint 3.1.0 python code static checker
pylint_venv 3.0.3 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-lsp-server
pymongo 4.10.1 Python driver for MongoDB http://www.mongodb.org
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.12 Nearest Neighbor Descent
pyodbc 5.2.0 DB API module for ODBC
pyogrio 0.10.0 Vectorized spatial vector file format I/O using GDAL/OGR
pyomo 6.8.2 Pyomo: Python Optimization Modeling Objects
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 3.2.1 pyparsing module - Classes and methods to define and execute parsing grammars
pypdf 5.1.0 A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pyproj 3.7.0 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyproject_hooks 1.1.0 Wrappers to call pyproject.toml-based build backend hooks.
pyqt5 5.15.10 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.16.1 The sip module support for PyQt5
pyqtgraph 0.13.7 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.6 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyserial 3.5 Python Serial Port Extension
pysocks 1.7.1 A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
pyspnego 0.11.2 Windows Negotiate Authentication Client and Server
pytest 8.2.2 pytest: simple powerful testing with Python
python_barcode 0.15.1 Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 1.0.1 Read key-value pairs from a .env file and set them as environment variables
python_json_logger 2.0.7 A python library adding a json log formatter
python_lsp_black 2.0.0 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.1.2 JSON RPC 2.0 server library
python_lsp_server 1.12.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.9 A streaming multipart parser for Python
python_slugify 8.0.4 A Python slugify application that also handles Unicode
pythonqwt 0.14.4 Qt plotting widgets for Python
pytoolconfig 1.3.1 Python tool configuration
pytz 2024.1 World timezone definitions, modern and historical
pyusb 1.3.1 Easy USB access for Python
pyviz_comms 3.0.3 A JupyterLab extension for rendering HoloViz content.
pywavelets 1.8.0 PyWavelets, wavelet transform module
pywin32 308 Python for Window Extensions
pywin32_ctypes 0.2.2 A (partial) reimplementation of pywin32 using ctypes/cffi
pywinpty 2.0.14 Pseudo terminal support for Windows from Python.
pyyaml 6.0.2 YAML parser and emitter for Python
pyzmq 26.2.0 Python bindings for 0MQ
qdarkstyle 3.2.3 The most complete dark/light style sheet for C++/Python and Qt applications
qdldl 0.1.7.post5 QDLDL, a free LDL factorization routine.
qrcode 8.0 QR Code image generator
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.3.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.5.2 Jupyter Qt console
qtpy 2.4.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
quantecon 0.7.2 Import the main names to top level.
quart 0.19.4 A Python ASGI web microframework with the same API as Flask
rapidfuzz 3.9.6 rapid fuzzy string matching
readme_renderer 44.0 readme_renderer is a library for rendering readme descriptions for Warehouse
redis 5.0.8 Python client for Redis database and key-value store
referencing 0.35.1 JSON Referencing + Python
regex 2024.11.6 Alternative regular expression module, to replace re.
reportlab 4.2.5 The Reportlab Toolkit
requests 2.32.3 Python HTTP for Humans.
requests_ntlm 1.3.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 1.0.0 A utility belt for advanced users of python-requests
rfc3339_validator 0.1.4 A pure python RFC3339 validator
rfc3986 2.0.0 Validating URI References per RFC 3986
rfc3986_validator 0.1.1 Pure python rfc3986 validator
rich 13.9.4 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope 1.12.0 a python refactoring library...
rpds_py 0.22.3 Python bindings to Rust's persistent data structures (rpds)
rsa 4.7.2 Pure-Python RSA implementation
rtree 1.1.0 R-Tree spatial index for Python GIS
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_image 0.25.0 Image processing in Python
scikit_learn 1.6.1 A set of python modules for machine learning and data mining
scipy 1.15.1 Fundamental algorithms for scientific computing in Python
scramp 1.4.5 An implementation of the SCRAM protocol.
scs 3.2.7.post2 Splitting conic solver
seaborn 0.13.2 Statistical data visualization
send2trash 1.8.2 Send file to trash natively under Mac OS X, Windows and Linux
setuptools 75.6.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 2.0.6 Manipulation and analysis of geometric objects
simplejson 3.19.3 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
sklearn_compat 0.1.3 Ease support for compatible scikit-learn estimators across versions
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
sniffio 1.3.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 29 stemmers for 28 languages generated from Snowball algorithms.
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.5.1 Play and Record Sound with Python
soupsieve 2.6 A modern CSS selector implementation for Beautiful Soup.
sphinx 7.3.7 Python documentation generator
sphinx_rtd_theme 3.0.2 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 2.0.0 sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 2.0.0 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
sphinxcontrib_htmlhelp 2.1.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery 4.1 Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 2.0.0 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
sphinxcontrib_serializinghtml 2.0.0 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
spyder 5.5.6 The Scientific Python Development Environment
spyder_kernels 2.5.2 Jupyter kernels for Spyder's console
sqlalchemy 2.0.35 Database Abstraction Library
sqlite_bro 0.13.1 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.38 CLI tool and Python library for manipulating SQLite databases
sqlparse 0.5.3 A non-validating SQL parser.
squarify 0.4.4 Pure Python implementation of the squarify treemap layout algorithm
sspilib 0.2.0 SSPI API bindings for Python
stack_data 0.6.3 Extract data from python stack frames and tracebacks for informative displays
starlette 0.41.3 The little ASGI library that shines.
statsmodels 0.14.4 Statistical computations and models for Python
streamlit 1.41.1 A faster way to build and share data apps
streamz 0.6.3 Streams
sympy 1.13.3 Computer algebra system (CAS) in Python
tabulate 0.9.0 Pretty-print tabular data
tblib 3.0.0 Traceback serialization library.
tenacity 9.0.0 Retry code until it succeeds
termcolor 2.5.0 ANSI color formatting for output in terminal
terminado 0.18.1 Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.6.3 Compute distance between the two texts.
thefuzz 0.22.1 Fuzzy string matching in python
threadpoolctl 3.5.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2025.1.10 Read and write TIFF files
tiktoken 0.8.0 tiktoken is a fast BPE tokeniser for use with OpenAI's models
tinycss2 1.4.0 A tiny CSS parser
tokenizers 0.21.0
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.2.1 A lil' TOML parser
tomli_w 1.1.0 A lil' TOML writer
tomlkit 0.13.2 Style preserving TOML library
toolz 1.0.0 List processing tools and functional utilities
tornado 6.4.2 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.66.4 Fast, Extensible Progress Meter
traitlets 5.14.1 Traitlets Python configuration system
traittypes 0.2.1 Scipy trait types
trio 0.28.0 A friendly Python library for async concurrency and I/O
trove_classifiers 2024.10.21.16 Canonical source for classifiers on PyPI (pypi.org).
twine 6.0.1 Collection of utilities for publishing packages on PyPI
types_python_dateutil 2.9.0.20240316 Typing stubs for python-dateutil
types_requests 2.32.0.20241016 Typing stubs for requests
typing_extensions 4.12.2 Backported and Experimental Type Hints for Python 3.8+
typing_inspect 0.9.0 Runtime inspection utilities for typing module.
tzdata 2024.1 Provider of IANA time zone data
tzlocal 5.2 tzinfo object for the local timezone
uc_micro_py 1.0.1 Micro subset of unicode data files for linkify-it-py projects.
ujson 5.10.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.6 Uniform Manifold Approximation and Projection
uncertainties 3.2.2 calculations with values with uncertainties, error propagation
uri_template 1.3.0 RFC 6570 URI Template Processor
urllib3 2.2.3 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.34.0 The lightning-fast ASGI server.
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
waitress 3.0.0 Waitress WSGI server
watchdog 6.0.0 Filesystem events monitoring
wcwidth 0.2.13 Measures the displayed width of unicode strings in a terminal
webcolors 24.11.1 A library for working with the color formats defined by HTML and CSS.
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.8.0 WebSocket client for Python with low level API options
websockets 14.2 An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug 3.1.3 The comprehensive WSGI web application library.
whatthepatch 1.0.7 A patch parsing and application library.
wheel 0.45.1 A built-package format for Python
widgetsnbextension 4.0.13 Jupyter interactive widgets for Jupyter Notebook
winpython 13.1.20250222 WinPython distribution tools, including WPPM
wordcloud 1.9.4 A little word cloud generator
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2025.1.1 N-D labeled arrays and datasets in Python
xlsxwriter 3.1.9 A Python module for creating Excel XLSX files.
xyzservices 2023.10.1 Source of XYZ tiles providers
yapf 0.40.1 A formatter for Python code.
yarl 1.18.3 Yet another URL library
yt_dlp 2023.7.6 A youtube-dl fork with additional features and patches
zict 3.0.0 Mutable mapping tools
zipp 3.21.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.23.0 Zstandard bindings for Python

build_3.13._.0slim__of_23-02-2025_at_10_22.txt.packages_versions.txt

@stonebig
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stonebig commented Mar 1, 2025

as nothing special was reported final version is just renamed rc binaries.
...just add forgot to add Winpython64-3.13.2.0dotrc.exe hash, nor 3.14.0a5b hashes....

binaries at:

MD5 SHA-1 SHA-256 Binary Size blake2b-256
8aef7e46e862e543d38bed851d0d6505 fe32d81a13bfd830b5c2820eb9f545ea2dc3302d 2bcb5bda5d6d27ffce3cccadd772599d534edcbcbca7cb59124e015b3919db68 Winpython64-3.12.9.0dot.zip 38 280 444 Bytes 9f2a468504c56bfb28fec03e47c6526b546098801f21e5137a58dd302838cc6d
b6fdc51ec5aa7cc449e3e31ab4750899 f623dc942a6e572a078a2cc71ddc0532d6fd7aef bf240df0e6ba72499dbea42ba4638264bb777f4d59822df0033f421a342c5188 Winpython64-3.12.9.0dot.7z 23 093 610 Bytes db09d389d7ac6a8e2cfb5369ad910ffcf60ee673894f0ad0a94386409f1d582c
39dcdd15299ac9a0aa068290432b6c89 80c48b7a91446019c1444b85be1124e8b27b9393 bf1be605dffa97207ab108d9d8dcab2f51c597fc31bebb5e6067811c93402fd3 Winpython64-3.12.9.0dot.exe 23 308 650 Bytes b4f20a6d870c99628fed5fa070ef4bf9312fabc91be926267ec9b9919d1f2353
e5c92eca86d5063d7c927b87ca7a979a eabb5add549cda18e7405c8dbe64f163ab92aa05 13a08f3bd516558ebca224bb44cc61d763e679b821a1bf240a700a093e7d47fc Winpython64-3.12.9.0slim.7z 616 678 094 Bytes ddcb6f9118e3e2522e920049cb44d82fdcd8e48bfe5f7a30faf1706742971951
688a2be695eda8f59d0cc690326d1299 d9e9ddaea543964d9e9743aec86ee7b342f5480f 02936d96bb488d111136dce11b08afa189b51f57f59d8d0e7068bea2a5fa67c0 Winpython64-3.12.9.0slim.exe 616 892 419 Bytes bcb6fdccc898a2d70d0f8ba7f80d9a056062fcc5d4cc78845dc979ee46e9292e
6a8d945c058d9fb08b78235bbf8d7ae6 bcbf848ed72de9b4595ee44faeec15a084408c06 0f984ca5dfc195a265a8b547be43891caed9a8770ba8a13b6f87b45990f12704 Winpython64-3.13.2.0dot.zip 39 737 933 Bytes 10008fb4a9193332a1cf5a0d180e503d3860a708a3add9a021c1b23c72ac767a
51617e557c70a78f70153b92c784ea69 217e21a9292ede8ddc50f4628a0a031c2320be3b 069f4a9a32b713f27d5a8f8ffccf2658580eeea7df7120b414b3fd74e7fc099e Winpython64-3.13.2.0dot.7z 24 777 973 Bytes b2e6ae219ea69c5f212534cd8a52e0c2bf0506b272b643be5884a52251da4125
7f509cb8aba38aa748b35014ef7d8c1c a37826beb8474d678e6dac8d263c3062055e1050 ecba739bd41459656b632306f316da73980bae84e62b540f14c03affb8ac2d93 Winpython64-3.13.2.0dot.exe 24 993 013 Bytes 4f51cba5d6533bbe59367f925649da08c008cf40aaa564a1ee9134799311b83e
6486a208002d34492af762d33e51c058 bd1af3dbd687ed1797ac61a85df74f25efb1578b dcdcb0608d74333bfb987219150f418b0c9637328703a5c12786ad1e24d5485b Winpython64-3.13.2.0slim.7z 621 789 094 Bytes 112a12e15435b200c22055407553879554e3487bed5118468ee2cd6a3c56fff2
04b8e6e1dc61e2871b5cf522c76ab471 7d66dd128689ae80dbfdb589604572bdf204fc9b 865c54d31aec95f3138b934a4c0a4ff440ac7a27d82b1a9667c61a80ec4d764f Winpython64-3.13.2.0slim.exe 622 004 549 Bytes fd1ad38146a6323be31c7a35aa39c31dd26b6c3d9328da97b71c6a3dcea622f9
99a59eda2bf37dfab76bcffcae9cd3a7 77df69ec8875a7733c60ce2f0d78ced356d7b4c9 fc66c242a6fe975dd85c764bd1068ad944440684a2bdc8599c2e5a13b5ca29cd Winpython64-3.14.0.0dota5b.zip 40 495 265 Bytes 8344a7e9a40d15d12fe6e3682b86a72ff512136d4cdc65ebca321cd3283c088e
a0a66a0d00aeefcc185327999fd044c8 501888e481f95f824ca7e3160ea117f4f302385e 92a9a6da1faef872ade0905cf01471831da54ff628b722a4e1d5b4d2a9338f8c Winpython64-3.14.0.0dota5b.7z 25 110 864 Bytes 38275cae601dbbd83fba9591930c893e71b7ea7a8333b2acc0a5a2bde85001bb
91d3e6ebb32677e6ed9674f5e91fc538 931baf8ea70e052e4d87d7dc89d8cdb9c3c277e2 e4933634b52e0b4ae498ddd1302ecf2ccb8b3de95df8af5120f9f298c2b64d3d Winpython64-3.14.0.0dota5b.exe 25 325 904 Bytes fe50cdcb5328813d783cf92b0b2bb16ef6330d7f45d6888fab1f0fcc208c1b16

@RoyiAvital
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What's the equivalent of Winpython64-3.12.8.0slim.exe? I don't see anything above ~30 MB.

@stonebig
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stonebig commented Mar 1, 2025

What's the equivalent of Winpython64-3.12.8.0slim.exe? I don't see anything above ~30 MB.
please, re-check

@stonebig stonebig closed this as completed Mar 1, 2025
@stonebig stonebig unpinned this issue Mar 1, 2025
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