Merging main

Signed-off-by: Adam Li <adam2392@gmail.com>

Author: adam2392

azure-pipelines.yml

@@ -247,7 +247,7 @@ jobs:
 - template: build_tools/azure/posix.yml
   parameters:
     name: macOS
-    vmImage: macOS-11
+    vmImage: macOS-12
     dependsOn: [linting, git_commit, Ubuntu_Jammy_Jellyfish]
     # Runs when dependencies succeeded or skipped
     condition: |

benchmarks/bench_covertype.py

@@ -41,9 +41,8 @@
 
 """
 
-# Author: Peter Prettenhofer <peter.prettenhofer@gmail.com>
-#         Arnaud Joly <arnaud.v.joly@gmail.com>
-# License: BSD 3 clause
+# Authors: The scikit-learn developers
+# SPDX-License-Identifier: BSD-3-Clause
 
 import argparse
 import os

benchmarks/bench_mnist.py

@@ -26,9 +26,8 @@
     dummy                         0.00s       0.01s       0.8973
 """
 
-# Author: Issam H. Laradji
-#         Arnaud Joly <arnaud.v.joly@gmail.com>
-# License: BSD 3 clause
+# Authors: The scikit-learn developers
+# SPDX-License-Identifier: BSD-3-Clause
 
 import argparse
 import os

benchmarks/bench_plot_nmf.py

@@ -2,10 +2,8 @@
 Benchmarks of Non-Negative Matrix Factorization
 """
 
-# Authors: Tom Dupre la Tour (benchmark)
-#          Chih-Jen Linn (original projected gradient NMF implementation)
-#          Anthony Di Franco (projected gradient, Python and NumPy port)
-# License: BSD 3 clause
+# Authors: The scikit-learn developers
+# SPDX-License-Identifier: BSD-3-Clause
 
 import numbers
 import sys

benchmarks/bench_plot_parallel_pairwise.py

@@ -1,5 +1,5 @@
-# Author: Mathieu Blondel <mathieu@mblondel.org>
-# License: BSD 3 clause
+# Authors: The scikit-learn developers
+# SPDX-License-Identifier: BSD-3-Clause
 import time
 
 import matplotlib.pyplot as plt

benchmarks/bench_plot_polynomial_kernel_approximation.py

@@ -39,8 +39,8 @@
 
 """
 
-# Author: Daniel Lopez-Sanchez <lope@usal.es>
-# License: BSD 3 clause
+# Authors: The scikit-learn developers
+# SPDX-License-Identifier: BSD-3-Clause
 
 # Load data manipulation functions
 # Will use this for timing results

benchmarks/bench_rcv1_logreg_convergence.py

@@ -1,7 +1,5 @@
-# Authors: Tom Dupre la Tour <tom.dupre-la-tour@m4x.org>
-#          Olivier Grisel <olivier.grisel@ensta.org>
-#
-# License: BSD 3 clause
+# Authors: The scikit-learn developers
+# SPDX-License-Identifier: BSD-3-Clause
 
 import gc
 import time

benchmarks/bench_sgd_regression.py

@@ -1,5 +1,5 @@
-# Author: Peter Prettenhofer <peter.prettenhofer@gmail.com>
-# License: BSD 3 clause
+# Authors: The scikit-learn developers
+# SPDX-License-Identifier: BSD-3-Clause
 
 import gc
 from time import time

benchmarks/bench_tsne_mnist.py

@@ -5,7 +5,7 @@
 
 """
 
-# License: BSD 3 clause
+# SPDX-License-Identifier: BSD-3-Clause
 
 import argparse
 import json

build_tools/azure/cpython_free_threaded_lock.txt

@@ -2,7 +2,7 @@
 # This file is autogenerated by pip-compile with Python 3.13
 # by the following command:
 #
-#    pip-compile --allow-unsafe --output-file=/scikit-learn/build_tools/azure/cpython_free_threaded_lock.txt /scikit-learn/build_tools/azure/cpython_free_threaded_requirements.txt
+#    pip-compile --output-file=/scikit-learn/build_tools/azure/cpython_free_threaded_lock.txt /scikit-learn/build_tools/azure/cpython_free_threaded_requirements.txt
 #
 execnet==2.1.1
     # via pytest-xdist
@@ -33,7 +33,3 @@ pytest-xdist==3.6.1
     # via -r /scikit-learn/build_tools/azure/cpython_free_threaded_requirements.txt
 threadpoolctl==3.5.0
     # via -r /scikit-learn/build_tools/azure/cpython_free_threaded_requirements.txt
-
-# The following packages are considered to be unsafe in a requirements file:
-setuptools==70.0.0
-    # via -r /scikit-learn/build_tools/azure/cpython_free_threaded_requirements.txt