Releases: ml-tooling/best-of-ml-python
Update: 2025.05.15
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- onnx (🥇43 · ⭐ 19K · 📈) - Open standard for machine learning interoperability.
Apache-2
- yfinance (🥇43 · ⭐ 17K · 📈) - Download market data from Yahoo! Finances API.
Apache-2
- accelerate (🥇43 · ⭐ 8.7K · 📈) - A simple way to launch, train, and use PyTorch models..
Apache-2
- PyTorch Image Models (🥇42 · ⭐ 34K · 📈) - The largest collection of PyTorch image encoders /..
Apache-2
- SageMaker SDK (🥇41 · ⭐ 2.2K · 📈) - A library for training and deploying machine learning..
Apache-2
- gensim (🥇40 · ⭐ 16K · 📈) - Topic Modelling for Humans.
❗️LGPL-2.1
- imageio (🥈37 · ⭐ 1.6K · 📈) - Python library for reading and writing image data.
BSD-2
- Apex (🥈32 · ⭐ 8.7K · 📈) - A PyTorch Extension: Tools for easy mixed precision and..
BSD-3
- hmmlearn (🥈30 · ⭐ 3.2K · 💤) - Hidden Markov Models in Python, with scikit-learn like API.
BSD-3
- DeepVariant (🥉28 · ⭐ 3.4K · 📈) - DeepVariant is an analysis pipeline that uses a deep..
BSD-3
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- sktime (🥇40 · ⭐ 8.4K · 📉) - A unified framework for machine learning with time series.
BSD-3
- Tokenizers (🥇38 · ⭐ 9.7K · 📉) - Fast State-of-the-Art Tokenizers optimized for Research and..
Apache-2
- HoloViews (🥈36 · ⭐ 2.8K · 📉) - With Holoviews, your data visualizes itself.
BSD-3
- PyCaret (🥈35 · ⭐ 9.3K · 📉) - An open-source, low-code machine learning library in Python.
MIT
- PySyft (🥇33 · ⭐ 9.7K · 📉) - Perform data science on data that remains in someone elses..
Apache-2
- backtrader (🥉27 · ⭐ 17K · 💀) - Python Backtesting library for trading strategies.
❗️GPL-3.0
- ffn (🥉27 · ⭐ 2.3K · 📉) - ffn - a financial function library for Python.
MIT
- GluonNLP (🥉25 · ⭐ 2.6K · 💀) - Toolkit that enables easy text preprocessing, datasets..
Apache-2
- CrypTen (🥉21 · ⭐ 1.6K · 📉) - A framework for Privacy Preserving Machine Learning.
MIT
- effector (🥉16 · ⭐ 100 · 📉) - Effector - a Python package for global and regional effect methods.
MIT
Update: 2025.04.24
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- OpenAI Gym (🥇42 · ⭐ 36K · 💀) - A toolkit for developing and comparing reinforcement learning..
MIT
- Fastai (🥈42 · ⭐ 27K · 📈) - The fastai deep learning library.
Apache-2
- OCRmyPDF (🥇38 · ⭐ 28K · 📈) - OCRmyPDF adds an OCR text layer to scanned PDF files, allowing..
MPL-2.0
- Autograd (🥇36 · ⭐ 7.2K · 📈) - Efficiently computes derivatives of NumPy code.
MIT
- VisPy (🥈35 · ⭐ 3.4K · 📈) - High-performance interactive 2D/3D data visualization library.
BSD-3
- Hivemind (🥉27 · ⭐ 2.2K · 📈) - Decentralized deep learning in PyTorch. Built to train models on..
MIT
- scikit-lego (🥈27 · ⭐ 1.3K · 📈) - Extra blocks for scikit-learn pipelines.
MIT
- greykite (🥉23 · ⭐ 1.8K · 📈) - A flexible, intuitive and fast forecasting library.
BSD-2
- vecstack (🥉23 · ⭐ 690 · 💀) - Python package for stacking (machine learning technique).
MIT
- mlens (🥉22 · ⭐ 850 · 💀) - ML-Ensemble high performance ensemble learning.
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- PySpark (🥈44 · ⭐ 41K · 📉) - Apache Spark Python API.
Apache-2
- litellm (🥇43 · ⭐ 21K · 📉) - Python SDK, Proxy Server (LLM Gateway) to call 100+..
MIT
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- sentence-transformers (🥇43 · ⭐ 17K · 📉) - State-of-the-Art Text Embeddings.
Apache-2
- PyTorch Image Models (🥇41 · ⭐ 34K · 📉) - The largest collection of PyTorch image encoders /..
Apache-2
- TensorFlow Datasets (🥇38 · ⭐ 4.4K · 📉) - TFDS is a collection of datasets ready to use with..
Apache-2
- HoloViews (🥈38 · ⭐ 2.8K · 📉) - With Holoviews, your data visualizes itself.
BSD-3
- Nilearn (🥇38 · ⭐ 1.3K · 📉) - Machine learning for NeuroImaging in Python.
BSD-3
- pytorch-summary (🥉24 · ⭐ 4K · 💀) - Model summary in PyTorch similar to
model.summary()
in..MIT
- PyAlgoTrade (🥉20 · ⭐ 4.5K · 💀) - Python Algorithmic Trading Library.
Apache-2
- pytorchviz (🥉14 · ⭐ 3.3K · 📉) - A small package to create visualizations of PyTorch execution..
MIT
Update: 2025.04.17
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- transformers (🥇54 · ⭐ 140K · 📈) - Transformers: State-of-the-art Machine Learning for..
Apache-2
- sentence-transformers (🥇44 · ⭐ 16K · 📈) - State-of-the-Art Text Embeddings.
Apache-2
- Optuna (🥇43 · ⭐ 12K · 📈) - A hyperparameter optimization framework.
MIT
- Catboost (🥈42 · ⭐ 8.4K · 📈) - A fast, scalable, high performance Gradient Boosting on..
Apache-2
- Ignite (🥈37 · ⭐ 4.6K · 📈) - High-level library to help with training and evaluating neural..
BSD-3
- auto-sklearn (🥈31 · ⭐ 7.8K · 💀) - Automated Machine Learning with scikit-learn.
BSD-3
- Neptune.ai (🥈30 · ⭐ 610 · 📈) - The experiment tracker for foundation model training.
Apache-2
- rrcf (🥉20 · ⭐ 510 · 💀) - Implementation of the Robust Random Cut Forest algorithm for anomaly..
MIT
- solt (🥉20 · ⭐ 260 · 📈) - Streaming over lightweight data transformations.
MIT
- pytorchviz (🥉19 · ⭐ 3.3K · 📈) - A small package to create visualizations of PyTorch execution..
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- jax (🥇45 · ⭐ 32K · 📉) - Composable transformations of Python+NumPy programs: differentiate,..
Apache-2
- MoviePy (🥇41 · ⭐ 13K · 📉) - Video editing with Python.
MIT
- dgl (🥇36 · ⭐ 14K · 📉) - Python package built to ease deep learning on graph, on top of..
Apache-2
- ivy (🥈35 · ⭐ 14K · 📉) - Convert Machine Learning Code Between Frameworks.
Apache-2
- librosa (🥈35 · ⭐ 7.6K · 📉) - Python library for audio and music analysis.
ISC
- opencv-python (🥈35 · ⭐ 4.8K · 📉) - Automated CI toolchain to produce precompiled opencv-python,..
MIT
- NIPYPE (🥈35 · ⭐ 780 · 📉) - Workflows and interfaces for neuroimaging packages.
Apache-2
- Autograd (🥈33 · ⭐ 7.2K · 📉) - Efficiently computes derivatives of NumPy code.
MIT
- vecstack (🥉20 · ⭐ 690 · 💀) - Python package for stacking (machine learning technique).
MIT
- mlens (🥉19 · ⭐ 850 · 💀) - ML-Ensemble high performance ensemble learning.
MIT
Update: 2025.04.10
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- SymPy (🥇49 · ⭐ 14K · 📈) - A computer algebra system written in pure Python.
BSD-3
- litellm (🥇44 · ⭐ 21K · 📈) - Python SDK, Proxy Server (LLM Gateway) to call 100+..
MIT
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- speechbrain (🥇39 · ⭐ 9.7K · 📈) - A PyTorch-based Speech Toolkit.
Apache-2
- haystack (🥇38 · ⭐ 20K · 📈) - AI orchestration framework to build customizable, production-..
Apache-2
- sentencepiece (🥇38 · ⭐ 11K · 📈) - Unsupervised text tokenizer for Neural Network-based text..
Apache-2
- ArcGIS API (🥈36 · ⭐ 2K · 📈) - Documentation and samples for ArcGIS API for Python.
Apache-2
- horovod (🥈35 · ⭐ 14K · 📈) - Distributed training framework for TensorFlow, Keras, PyTorch,..
Apache-2
- pycm (🥉28 · ⭐ 1.5K · 📈) - Multi-class confusion matrix library in Python.
MIT
- ml-metadata (🥈28 · ⭐ 640 · 📈) - For recording and retrieving metadata associated with ML..
Apache-2
- scikit-tda (🥉17 · ⭐ 540 · 💤) - Topological Data Analysis for Python.
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- sentence-transformers (🥇43 · ⭐ 16K · 📉) - State-of-the-Art Text Embeddings.
Apache-2
- PaddleOCR (🥇41 · ⭐ 48K · 📉) - Awesome multilingual OCR toolkits based on PaddlePaddle..
Apache-2
- deepface (🥇39 · ⭐ 19K · 📉) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,..
MIT
- Tokenizers (🥇39 · ⭐ 9.6K · 📉) - Fast State-of-the-Art Tokenizers optimized for Research and..
Apache-2
- dask.distributed (🥇39 · ⭐ 1.6K · 📉) - A distributed task scheduler for Dask.
BSD-3
- auto-sklearn (🥈29 · ⭐ 7.8K · 💀) - Automated Machine Learning with scikit-learn.
BSD-3
- FARM (🥉24 · ⭐ 1.8K · 💀) - Fast & easy transfer learning for NLP. Harvesting language..
Apache-2
- Explainability 360 (🥉23 · ⭐ 1.7K · 📉) - Interpretability and explainability of data and..
Apache-2
- rrcf (🥉18 · ⭐ 510 · 💀) - Implementation of the Robust Random Cut Forest algorithm for anomaly..
MIT
- pytorchviz (🥉14 · ⭐ 3.3K · 📉) - A small package to create visualizations of PyTorch execution..
MIT
Update: 2025.04.03
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- dash (🥇46 · ⭐ 22K · 📈) - Data Apps & Dashboards for Python. No JavaScript Required.
MIT
- sentence-transformers (🥇44 · ⭐ 16K · 📈) - State-of-the-Art Text Embeddings.
Apache-2
- sktime (🥇41 · ⭐ 8.3K · 📈) - A unified framework for machine learning with time series.
BSD-3
- dask.distributed (🥇40 · ⭐ 1.6K · 📈) - A distributed task scheduler for Dask.
BSD-3
- InsightFace (🥈38 · ⭐ 25K · 📈) - State-of-the-art 2D and 3D Face Analysis Project.
MIT
- haystack (🥈37 · ⭐ 20K · 📈) - AI orchestration framework to build customizable, production-..
Apache-2
- Ignite (🥈35 · ⭐ 4.6K · 📈) - High-level library to help with training and evaluating neural..
BSD-3
- Hail (🥈33 · ⭐ 1K · 📈) - Cloud-native genomic dataframes and batch computing.
MIT
- scikit-posthocs (🥉27 · ⭐ 360 · 📈) - Multiple Pairwise Comparisons (Post Hoc) Tests in..
MIT
- TimeSide (🥉21 · ⭐ 380 · 📈) - scalable audio processing framework and server written in..
❗️AGPL-3.0
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- Ray (🥇47 · ⭐ 36K · 📉) - Ray is an AI compute engine. Ray consists of a core distributed..
Apache-2
- networkx (🥇44 · ⭐ 16K · 📉) - Network Analysis in Python.
BSD-3
- StatsModels (🥈44 · ⭐ 11K · 📉) - Statsmodels: statistical modeling and econometrics in Python.
BSD-3
- litellm (🥇43 · ⭐ 20K · 📉) - Python SDK, Proxy Server (LLM Gateway) to call 100+..
MIT
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- horovod (🥈32 · ⭐ 14K · 📉) - Distributed training framework for TensorFlow, Keras, PyTorch,..
Apache-2
- python-soundfile (🥈30 · ⭐ 750 · 📉) - SoundFile is an audio library based on libsndfile, CFFI,..
BSD-3
- VisualDL (🥉26 · ⭐ 4.8K · 📉) - Deep Learning Visualization Toolkit.
Apache-2
- pytorchvideo (🥉24 · ⭐ 3.4K · 📉) - A deep learning library for video understanding..
Apache-2
- Objax (🥉19 · ⭐ 770 · 💀) - Objax is a machine learning framework that provides an Object..
Apache-2
- scikit-tda (🥉15 · ⭐ 540 · 💤) - Topological Data Analysis for Python.
MIT
Update: 2025.03.27
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- Plotly (🥇46 · ⭐ 17K · 📈) - The interactive graphing library for Python.
MIT
- OpenAI Gym (🥇41 · ⭐ 36K · 💀) - A toolkit for developing and comparing reinforcement learning..
MIT
- audiomentations (🥈31 · ⭐ 2K · 📈) - A Python library for audio data augmentation. Useful for..
MIT
- geojson (🥉31 · ⭐ 950 · 📈) - Python bindings and utilities for GeoJSON.
BSD-3
- causalml (🥈30 · ⭐ 5.3K · 📈) - Uplift modeling and causal inference with machine learning..
Apache-2
- eli5 (🥈28 · ⭐ 2.8K · 💀) - A library for debugging/inspecting machine learning classifiers and..
MIT
- pytorch_geometric_temporal (🥈28 · ⭐ 2.8K · 📈) - PyTorch Geometric Temporal: Spatiotemporal Signal..
MIT
- SMAC3 (🥈28 · ⭐ 1.1K · 📈) - SMAC3: A Versatile Bayesian Optimization Package for..
❗️BSD-1-Clause
- SHOGUN (🥉27 · ⭐ 3K · 💀) - Unified and efficient Machine Learning.
BSD-3
- ipyexperiments (🥉16 · ⭐ 220 · 💀) - Automatic GPU+CPU memory profiling, re-use and memory..
Apache-2
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- dash (🥇43 · ⭐ 22K · 📉) - Data Apps & Dashboards for Python. No JavaScript Required.
MIT
- Optuna (🥇42 · ⭐ 12K · 📉) - A hyperparameter optimization framework.
MIT
- PyOD (🥈35 · ⭐ 9K · 📉) - A Python Library for Outlier and Anomaly Detection, Integrating Classical..
BSD-2
- Recommenders (🥇33 · ⭐ 20K · 📉) - Best Practices on Recommendation Systems.
MIT
- tensorboardX (🥈33 · ⭐ 7.9K · 📉) - tensorboard for pytorch (and chainer, mxnet, numpy, ...).
MIT
- patsy (🥇33 · ⭐ 960 · 📉) - Describing statistical models in Python using symbolic formulas.
BSD-2
- Hail (🥈31 · ⭐ 1K · 📉) - Cloud-native genomic dataframes and batch computing.
MIT
- pytorch_tabular (🥈23 · ⭐ 1.5K · 📉) - A standard framework for modelling Deep Learning..
MIT
- Orion (🥉22 · ⭐ 290 · 💀) - Asynchronous Distributed Hyperparameter Optimization.
BSD-3
- TimeSide (🥉19 · ⭐ 380 · 📉) - scalable audio processing framework and server written in..
❗️AGPL-3.0
Update: 2025.03.20
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- dash (🥇46 · ⭐ 22K · 📈) - Data Apps & Dashboards for Python. No JavaScript Required.
MIT
- pytorch-lightning (🥈44 · ⭐ 29K · 📈) - Pretrain, finetune ANY AI model of ANY size on..
Apache-2
- torchvision (🥇42 · ⭐ 17K · 📈) - Datasets, Transforms and Models specific to Computer Vision.
BSD-3
- Tensorboard (🥇42 · ⭐ 6.8K · 📈) - TensorFlows Visualization Toolkit.
Apache-2
- HoloViews (🥈39 · ⭐ 2.8K · 📈) - With Holoviews, your data visualizes itself.
BSD-3
- MXNet (🥈38 · ⭐ 21K · 💀) - Lightweight, Portable, Flexible Distributed/Mobile Deep..
Apache-2
- pandas-profiling (🥈37 · ⭐ 13K · 📈) - 1 Line of code data quality profiling & exploratory..
MIT
- GPyOpt (🥈25 · ⭐ 940 · 💀) - Gaussian Process Optimization using GPy.
BSD-3
- impyute (🥉21 · ⭐ 360 · 💀) - Data imputations library to preprocess datasets with missing data.
MIT
- Auto Tune Models (🥉19 · ⭐ 530 · 💀) - Auto Tune Models - A multi-tenant, multi-data system for..
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- StatsModels (🥈44 · ⭐ 11K · 📉) - Statsmodels: statistical modeling and econometrics in Python.
BSD-3
- Gradio (🥇43 · ⭐ 37K · 📉) - Wrap UIs around any model, share with anyone.
Apache-2
- Plotly (🥇41 · ⭐ 17K · 📉) - The interactive graphing library for Python.
MIT
- Fastai (🥈40 · ⭐ 27K · 📉) - The fastai deep learning library.
Apache-2
- Netron (🥇35 · ⭐ 30K · 📉) - Visualizer for neural network, deep learning and machine..
MIT
- Jina (🥈34 · ⭐ 21K · 📉) - Build multimodal AI applications with cloud-native stack.
Apache-2
- causalml (🥉26 · ⭐ 5.3K · 📉) - Uplift modeling and causal inference with machine learning..
Apache-2
- StellarGraph (🥈25 · ⭐ 3K · 💀) - StellarGraph - Machine Learning on Graphs.
Apache-2
- SHOGUN (🥉23 · ⭐ 3K · 💀) - Shogun Machine Learning Toolbox runtime environment.
BSD-3
- ipyexperiments (🥉13 · ⭐ 210 · 💀) - Automatic GPU+CPU memory profiling, re-use and memory..
Apache-2
Update: 2025.03.13
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- Plotly (🥇46 · ⭐ 17K · 📈) - The interactive graphing library for Python.
MIT
- PaddleOCR (🥇42 · ⭐ 47K · 📈) - Awesome multilingual OCR toolkits based on PaddlePaddle..
Apache-2
- Fastai (🥈41 · ⭐ 27K · 📈) - The fastai deep learning library.
Apache-2
- Shapely (🥇41 · ⭐ 4K · 📈) - Manipulation and analysis of geometric objects.
BSD-3
- librosa (🥈35 · ⭐ 7.4K · 📈) - Python library for audio and music analysis.
ISC
- skforecast (🥈32 · ⭐ 1.3K · 📈) - Time series forecasting with machine learning models.
BSD-3
- pingouin (🥈30 · ⭐ 1.7K · 📈) - Statistical package in Python based on Pandas.
❗️GPL-3.0
- ViZDoom (🥇29 · ⭐ 1.8K · 📈) - Reinforcement Learning environments based on the 1993 game Doom.
MIT
- scikit-posthocs (🥉26 · ⭐ 360 · 📈) - Multiple Pairwise Comparisons (Post Hoc) Tests in..
MIT
- finmarketpy (🥉25 · ⭐ 3.5K · 📈) - Python library for backtesting trading strategies &..
Apache-2
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- spaCy (🥇43 · ⭐ 31K · 📉) - Industrial-strength Natural Language Processing (NLP) in Python.
MIT
- pytorch-lightning (🥈42 · ⭐ 29K · 📉) - Pretrain, finetune ANY AI model of ANY size on..
Apache-2
- LightGBM (🥈42 · ⭐ 17K · 📉) - A fast, distributed, high performance gradient boosting (GBT, GBDT,..
MIT
- MXNet (🥈35 · ⭐ 21K · 💀) - Lightweight, Portable, Flexible Distributed/Mobile Deep..
Apache-2
- CuPy (🥉27 · ⭐ 10K · 📉) - NumPy & SciPy for GPU.
MIT
- CellProfiler (🥉27 · ⭐ 970 · 📉) - An open-source application for biological image analysis.
BSD-3
- GPyOpt (🥉23 · ⭐ 940 · 💀) - Gaussian Process Optimization using GPy.
BSD-3
- DeepSpeech (🥉21 · ⭐ 26K · 📉) - DeepSpeech is an open source embedded (offline, on-..
MPL-2.0
- impyute (🥉19 · ⭐ 360 · 💀) - Data imputations library to preprocess datasets with missing data.
MIT
- Auto Tune Models (🥉17 · ⭐ 530 · 💀) - Auto Tune Models - A multi-tenant, multi-data system for..
MIT
➕ Added Projects
Projects that were recently added to this best-of list.
Update: 2025.03.06
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- shap (🥇42 · ⭐ 23K · 📈) - A game theoretic approach to explain the output of any machine learning..
MIT
- accelerate (🥇42 · ⭐ 8.4K · 📈) - A simple way to launch, train, and use PyTorch models..
Apache-2
- Fastai (🥈40 · ⭐ 27K · 📈) - The fastai deep learning library.
Apache-2
- dlib (🥈40 · ⭐ 14K · 📈) - A toolkit for making real world machine learning and data analysis..
❗️BSL-1.0
- CuPy (🥇39 · ⭐ 10K · 📈) - NumPy & SciPy for GPU.
MIT
- PyOD (🥇38 · ⭐ 8.9K · 📈) - A Python Library for Outlier and Anomaly Detection, Integrating..
BSD-2
- imageio (🥈38 · ⭐ 1.6K · 📈) - Python library for reading and writing image data.
BSD-2
- cartopy (🥈35 · ⭐ 1.5K · 📈) - Cartopy - a cartographic python library with matplotlib support.
BSD-3
- quinn (🥉27 · ⭐ 670 · 📈) - pyspark methods to enhance developer productivity.
Apache-2
- prettymaps (🥉26 · ⭐ 12K · 📈) - Draw pretty maps from OpenStreetMap data! Built with osmnx..
❗️AGPL-3.0
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- SymPy (🥇48 · ⭐ 13K · 📉) - A computer algebra system written in pure Python.
BSD-3
- Keras (🥇47 · ⭐ 63K · 📉) - Deep Learning for humans.
Apache-2
- PaddlePaddle (🥈44 · ⭐ 23K · 📉) - PArallel Distributed Deep LEarning: Machine Learning..
Apache-2
- pandas-profiling (🥈34 · ⭐ 13K · 📉) - 1 Line of code data quality profiling & exploratory..
MIT
- pingouin (🥉28 · ⭐ 1.7K · 📉) - Statistical package in Python based on Pandas.
❗️GPL-3.0
- scikit-posthocs (🥉24 · ⭐ 360 · 📉) - Multiple Pairwise Comparisons (Post Hoc) Tests in..
MIT
- Image Deduplicator (🥉23 · ⭐ 5.3K · 📉) - Finding duplicate images made easy!.
Apache-2
- DeepVariant (🥉23 · ⭐ 3.3K · 📉) - DeepVariant is an analysis pipeline that uses a deep..
BSD-3
- kubric (🥉22 · ⭐ 2.4K · 📉) - A data generation pipeline for creating semi-realistic synthetic..
Apache-2
- vega (🥉21 · ⭐ 380 · 📉) - IPython/Jupyter notebook module for Vega and Vega-Lite.
BSD-3
Update: 2025.02.27
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- deepface (🥇40 · ⭐ 18K · 📈) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,..
MIT
- dlib (🥈39 · ⭐ 14K · 📈) - A toolkit for making real world machine learning and data analysis..
❗️BSL-1.0
- FiftyOne (🥈39 · ⭐ 9.2K · 📈) - Visualize, create, and debug image and video datasets..
Apache-2
- PyQtGraph (🥈37 · ⭐ 4K · 📈) - Fast data visualization and GUI tools for scientific / engineering..
MIT
- Metaflow (🥈36 · ⭐ 8.6K · 📈) - Build, Deploy and Manage AI/ML Systems.
Apache-2
- avalanche (🥈29 · ⭐ 1.8K · 📈) - Avalanche: an End-to-End Library for Continual Learning based on..
MIT
- RecBole (🥈27 · ⭐ 3.6K · 📈) - A unified, comprehensive and efficient recommendation library.
MIT
- minisom (🥉27 · ⭐ 1.5K · 📈) - MiniSom is a minimalistic implementation of the Self..
❗️CC-BY-3.0
- Explainability 360 (🥈26 · ⭐ 1.7K · 📈) - Interpretability and explainability of data and..
Apache-2
- modelkit (🥉19 · ⭐ 150 · 💤) - Toolkit for developing and maintaining ML models.
MIT
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- Plotly (🥇45 · ⭐ 17K · 📉) - The interactive graphing library for Python.
MIT
- flair (🥇40 · ⭐ 14K · 📉) - A very simple framework for state-of-the-art Natural Language..
MIT
- glfw (🥈36 · ⭐ 14K · 📉) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input.
❗️Zlib
- cartopy (🥈34 · ⭐ 1.5K · 📉) - Cartopy - a cartographic python library with matplotlib support.
BSD-3
- nevergrad (🥈32 · ⭐ 4K · 📉) - A Python toolbox for performing gradient-free optimization.
MIT
- torchtext (🥈32 · ⭐ 3.5K · 📉) - Models, data loaders and abstractions for language..
BSD-3
- Pythran (🥈32 · ⭐ 2K · 📉) - Ahead of Time compiler for numeric kernels.
BSD-3
- BigDL (🥈31 · ⭐ 7.3K · 📉) - Accelerate local LLM inference and finetuning (LLaMA, Mistral,..
Apache-2
- River (🥈31 · ⭐ 5.2K · 📉) - Online machine learning in Python.
BSD-3
- dask-ml (🥈29 · ⭐ 920 · 📉) - Scalable Machine Learning with Dask.
BSD-3