❌ Linting issues

This PR is introducing linting issues. Here's a summary of the issues. Note that you can avoid having linting issues by enabling pre-commit hooks. Instructions to enable them can be found here.

You can see the details of the linting issues under the lint job here

ruff check

ruff detected issues. Please run ruff check --fix --output-format=full locally, fix the remaining issues, and push the changes. Here you can see the detected issues. Note that the installed ruff version is ruff=0.11.7.

benchmarks/bench_tsne_mnist.py:10:1: I001 [*] Import block is un-sorted or un-formatted
   |
 8 |   # SPDX-License-Identifier: BSD-3-Clause
 9 |
10 | / import argparse
11 | | import json
12 | | import os
13 | | import os.path as op
14 | | from time import time
15 | |
16 | | import numpy as np
17 | | from joblib import Memory
18 | | from sklearn.utils._openmp_helpers import _openmp_effective_n_threads
19 | |
20 | | from sklearn.datasets import fetch_openml
21 | | from sklearn.decomposition import PCA
22 | | from sklearn.manifold import TSNE
23 | | from sklearn.neighbors import NearestNeighbors
24 | | from sklearn.utils import check_array
25 | | from sklearn.utils import shuffle as _shuffle
   | |_____________________________________________^ I001
26 |
27 |   LOG_DIR = "mnist_tsne_output"
   |
   = help: Organize imports

Found 1 error.
[*] 1 fixable with the `--fix` option.

_{Generated for commit: 1ac89f8. Link to the linter CI: here}

I see some test failures - are these related to my documentation changes or should I fix formatting issues?

Thanks for your PR, you have some linting issues - #32051 (comment) describes how to fix them

I see several test failures. Since my changes are documentation-only,
I believe these may be unrelated to my PR. Could you help me understand
if any action is needed on my part? And if it is, could you guide me through it.

Documentation is still checked for correct formatting and yes the CI failures are due to lint problems introduced in this PR.

Please run ruff check --fix --output-format=full locally, fix the remaining issues, and push the changes. Here you can see the detected issues. Note that the installed ruff version is ruff=0.11.7.

Did you try this? You will need to install ruff if you do not have it already.

Please also do not change unrelated files.

Hi @lucyleeow,

Thank you for your feedback and for clarifying the lint and file change issues.

I realized that my previous commits unintentionally included changes to unrelated files (e.g. benchmarks), most likely due to running ruff on the entire repository and getting caught in the pre-commit formatting loop. To keep things clean and focused, I’m going to reset my fork and open a fresh branch/PR containing only the intended documentation changes.

I’ll update you here as soon as the new clean version is ready for review.

Thank you for your guidance and patience!