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Commit 5f1beed

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Merge branch 'main' into unbiased-feature-importance
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‎.github/workflows/cuda-ci.yml

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- uses: actions/checkout@v4
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- name: Build wheels
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uses: pypa/cibuildwheel@v2.23.2
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uses: pypa/cibuildwheel@faf86a6ed7efa889faf6996aa23820831055001a
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env:
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CIBW_BUILD: cp313-manylinux_x86_64
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CIBW_MANYLINUX_X86_64_IMAGE: manylinux2014

‎.github/workflows/emscripten.yml

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with:
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persist-credentials: false
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- uses: pypa/cibuildwheel@d04cacbc9866d432033b1d09142936e6a0e2121a # v2.23.2
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- uses: pypa/cibuildwheel@faf86a6ed7efa889faf6996aa23820831055001a
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env:
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CIBW_PLATFORM: pyodide
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SKLEARN_SKIP_OPENMP_TEST: "true"

‎build_tools/azure/debian_32bit_lock.txt

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@@ -10,9 +10,9 @@ cython==3.0.12
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# via -r build_tools/azure/debian_32bit_requirements.txt
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iniconfig==2.1.0
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# via pytest
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joblib==1.4.2
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joblib==1.5.0
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# via -r build_tools/azure/debian_32bit_requirements.txt
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meson==1.7.2
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meson==1.8.0
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# via meson-python
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meson-python==0.17.1
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# via -r build_tools/azure/debian_32bit_requirements.txt

‎build_tools/azure/pylatest_conda_forge_mkl_linux-64_conda.lock

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‎build_tools/azure/pylatest_conda_forge_mkl_osx-64_conda.lock

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https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.4.26-hbd8a1cb_0.conda#95db94f75ba080a22eb623590993167b
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https://conda.anaconda.org/conda-forge/osx-64/icu-75.1-h120a0e1_0.conda#d68d48a3060eb5abdc1cdc8e2a3a5966
1313
https://conda.anaconda.org/conda-forge/osx-64/libbrotlicommon-1.1.0-h00291cd_2.conda#58f2c4bdd56c46cc7451596e4ae68e0b
14-
https://conda.anaconda.org/conda-forge/osx-64/libcxx-20.1.3-hf95d169_0.conda#022f109787a9624301ddbeb39519ff13
14+
https://conda.anaconda.org/conda-forge/osx-64/libcxx-20.1.4-hf95d169_0.conda#9a38a63cfe950dd3e1b3adfcba731d3a
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https://conda.anaconda.org/conda-forge/osx-64/libdeflate-1.23-hcc1b750_0.conda#5d3507f22dda24f7d9a79325ad313e44
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https://conda.anaconda.org/conda-forge/osx-64/libexpat-2.7.0-h240833e_0.conda#026d0a1056ba2a3dbbea6d4b08188676
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https://conda.anaconda.org/conda-forge/osx-64/libffi-3.4.6-h281671d_1.conda#4ca9ea59839a9ca8df84170fab4ceb41
@@ -21,7 +21,7 @@ https://conda.anaconda.org/conda-forge/osx-64/liblzma-5.8.1-hd471939_0.conda#8e1
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https://conda.anaconda.org/conda-forge/osx-64/libmpdec-4.0.0-hfdf4475_0.conda#ed625b2e59dff82859c23dd24774156b
2222
https://conda.anaconda.org/conda-forge/osx-64/libwebp-base-1.5.0-h6cf52b4_0.conda#5e0cefc99a231ac46ba21e27ae44689f
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https://conda.anaconda.org/conda-forge/osx-64/libzlib-1.3.1-hd23fc13_2.conda#003a54a4e32b02f7355b50a837e699da
24-
https://conda.anaconda.org/conda-forge/osx-64/llvm-openmp-20.1.3-ha54dae1_0.conda#16b29a91c8177de8910477ded0f80191
24+
https://conda.anaconda.org/conda-forge/osx-64/llvm-openmp-20.1.4-ha54dae1_0.conda#985619d7704847d30346abb6feeb8351
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https://conda.anaconda.org/conda-forge/osx-64/ncurses-6.5-h0622a9a_3.conda#ced34dd9929f491ca6dab6a2927aff25
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https://conda.anaconda.org/conda-forge/osx-64/pthread-stubs-0.4-h00291cd_1002.conda#8bcf980d2c6b17094961198284b8e862
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https://conda.anaconda.org/conda-forge/osx-64/xorg-libxau-1.0.12-h6e16a3a_0.conda#4cf40e60b444d56512a64f39d12c20bd
@@ -39,7 +39,7 @@ https://conda.anaconda.org/conda-forge/osx-64/libxcb-1.17.0-hf1f96e2_0.conda#bbe
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https://conda.anaconda.org/conda-forge/osx-64/libxml2-2.14.2-h8c082e5_0.conda#4adac80accf99fa253f0620444ad01fb
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https://conda.anaconda.org/conda-forge/osx-64/mkl-2023.2.0-h54c2260_50500.conda#0a342ccdc79e4fcd359245ac51941e7b
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https://conda.anaconda.org/conda-forge/osx-64/ninja-1.12.1-hd6aca1a_1.conda#1cf196736676270fa876001901e4e1db
42-
https://conda.anaconda.org/conda-forge/osx-64/openssl-3.5.0-hc426f3f_0.conda#e06e13c34056b6334a7a1188b0f4c83c
42+
https://conda.anaconda.org/conda-forge/osx-64/openssl-3.5.0-hc426f3f_1.conda#919faa07b9647beb99a0e7404596a465
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https://conda.anaconda.org/conda-forge/osx-64/qhull-2020.2-h3c5361c_5.conda#dd1ea9ff27c93db7c01a7b7656bd4ad4
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https://conda.anaconda.org/conda-forge/osx-64/readline-8.2-h7cca4af_2.conda#342570f8e02f2f022147a7f841475784
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https://conda.anaconda.org/conda-forge/osx-64/tapi-1300.6.5-h390ca13_0.conda#c6ee25eb54accb3f1c8fc39203acfaf1
@@ -72,32 +72,32 @@ https://conda.anaconda.org/conda-forge/osx-64/libfreetype-2.13.3-h694c41f_1.cond
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https://conda.anaconda.org/conda-forge/osx-64/libhiredis-1.0.2-h2beb688_0.tar.bz2#524282b2c46c9dedf051b3bc2ae05494
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https://conda.anaconda.org/conda-forge/osx-64/liblapack-3.9.0-20_osx64_mkl.conda#58f08e12ad487fac4a08f90ff0b87aec
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https://conda.anaconda.org/conda-forge/osx-64/llvm-tools-18-18.1.8-default_h3571c67_5.conda#4391981e855468ced32ca1940b3d7613
75+
https://conda.anaconda.org/conda-forge/noarch/meson-1.8.0-pyh29332c3_0.conda#8e25221b702272394b86b0f4d7217f77
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https://conda.anaconda.org/conda-forge/osx-64/mpc-1.3.1-h9d8efa1_1.conda#0520855aaae268ea413d6bc913f1384c
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https://conda.anaconda.org/conda-forge/noarch/munkres-1.1.4-pyh9f0ad1d_0.tar.bz2#2ba8498c1018c1e9c61eb99b973dfe19
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https://conda.anaconda.org/conda-forge/osx-64/openjpeg-2.5.3-h7fd6d84_0.conda#025c711177fc3309228ca1a32374458d
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https://conda.anaconda.org/conda-forge/noarch/packaging-25.0-pyh29332c3_1.conda#58335b26c38bf4a20f399384c33cbcf9
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https://conda.anaconda.org/conda-forge/noarch/pip-25.1-pyh145f28c_0.conda#4627e20c39e7340febed674c3bf05b16
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https://conda.anaconda.org/conda-forge/noarch/pip-25.1.1-pyh145f28c_0.conda#01384ff1639c6330a0924791413b8714
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https://conda.anaconda.org/conda-forge/noarch/pluggy-1.5.0-pyhd8ed1ab_1.conda#e9dcbce5f45f9ee500e728ae58b605b6
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https://conda.anaconda.org/conda-forge/noarch/pyparsing-3.2.3-pyhd8ed1ab_1.conda#513d3c262ee49b54a8fec85c5bc99764
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https://conda.anaconda.org/conda-forge/noarch/python-tzdata-2025.2-pyhd8ed1ab_0.conda#88476ae6ebd24f39261e0854ac244f33
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https://conda.anaconda.org/conda-forge/noarch/pytz-2025.2-pyhd8ed1ab_0.conda#bc8e3267d44011051f2eb14d22fb0960
84-
https://conda.anaconda.org/conda-forge/noarch/setuptools-79.0.1-pyhff2d567_0.conda#fa6669cc21abd4b7b6c5393b7bc71914
85+
https://conda.anaconda.org/conda-forge/noarch/setuptools-80.1.0-pyhff2d567_0.conda#f6f72d0837c79eaec77661be43e8a691
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https://conda.anaconda.org/conda-forge/noarch/six-1.17.0-pyhd8ed1ab_0.conda#a451d576819089b0d672f18768be0f65
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https://conda.anaconda.org/conda-forge/noarch/threadpoolctl-3.6.0-pyhecae5ae_0.conda#9d64911b31d57ca443e9f1e36b04385f
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https://conda.anaconda.org/conda-forge/noarch/toml-0.10.2-pyhd8ed1ab_1.conda#b0dd904de08b7db706167240bf37b164
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https://conda.anaconda.org/conda-forge/noarch/tomli-2.2.1-pyhd8ed1ab_1.conda#ac944244f1fed2eb49bae07193ae8215
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https://conda.anaconda.org/conda-forge/osx-64/tornado-6.4.2-py313h63b0ddb_0.conda#74a3a14f82dc65fa19f4fd4e2eb8da93
90-
https://conda.anaconda.org/conda-forge/osx-64/ccache-4.11.2-h30d2cd9_0.conda#9412b5214abe467b2d70eaf8c65975a0
91+
https://conda.anaconda.org/conda-forge/osx-64/ccache-4.11.3-h33566b8_0.conda#b65cad834bd6c1f660c101cca09430bf
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https://conda.anaconda.org/conda-forge/osx-64/clang-18-18.1.8-default_h3571c67_9.conda#e29d8d2866f15f3b167938cc0e775b2f
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https://conda.anaconda.org/conda-forge/osx-64/coverage-7.8.0-py313h717bdf5_0.conda#1215b56c8d9915318d1714cbd004035f
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https://conda.anaconda.org/conda-forge/osx-64/fonttools-4.57.0-py313h717bdf5_0.conda#190b8625dd6c38afe4f10e3be50122e4
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https://conda.anaconda.org/conda-forge/osx-64/freetype-2.13.3-h694c41f_1.conda#126dba1baf5030cb6f34533718924577
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https://conda.anaconda.org/conda-forge/osx-64/gfortran_impl_osx-64-13.3.0-hbf5bf67_105.conda#f56a107c8d1253346d01785ecece7977
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https://conda.anaconda.org/conda-forge/noarch/joblib-1.4.2-pyhd8ed1ab_1.conda#bf8243ee348f3a10a14ed0cae323e0c1
97+
https://conda.anaconda.org/conda-forge/noarch/joblib-1.5.0-pyhd8ed1ab_0.conda#3d7257f0a61c9aa4ffa3e324a887416b
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https://conda.anaconda.org/conda-forge/osx-64/ld64-951.9-h4e51db5_6.conda#45bf526d53b1bc95bc0b932a91a41576
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https://conda.anaconda.org/conda-forge/osx-64/liblapacke-3.9.0-20_osx64_mkl.conda#124ae8e384268a8da66f1d64114a1eda
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https://conda.anaconda.org/conda-forge/osx-64/llvm-tools-18.1.8-default_h3571c67_5.conda#cc07ff74d2547da1f1452c42b67bafd6
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https://conda.anaconda.org/conda-forge/noarch/meson-1.7.1-pyhd8ed1ab_0.conda#90018ee73b8741268027421ceac2809a
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https://conda.anaconda.org/conda-forge/osx-64/numpy-2.2.5-py313hc518a0f_0.conda#eba644ccc203cfde2fa1f450f528c70d
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https://conda.anaconda.org/conda-forge/noarch/pyproject-metadata-0.9.1-pyhd8ed1ab_0.conda#22ae7c6ea81e0c8661ef32168dda929b
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https://conda.anaconda.org/conda-forge/noarch/pytest-8.3.5-pyhd8ed1ab_0.conda#c3c9316209dec74a705a36797970c6be

‎build_tools/azure/pylatest_conda_mkl_no_openmp_osx-64_conda.lock

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https://repo.anaconda.com/pkgs/main/osx-64/libwebp-base-1.3.2-h46256e1_1.conda#399c11b50e6e7a6969aca9a84ea416b7
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https://repo.anaconda.com/pkgs/main/osx-64/llvm-openmp-14.0.6-h0dcd299_0.conda#b5804d32b87dc61ca94561ade33d5f2d
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https://repo.anaconda.com/pkgs/main/osx-64/ncurses-6.4-hcec6c5f_0.conda#0214d1ee980e217fabc695f1e40662aa
15-
https://repo.anaconda.com/pkgs/main/noarch/tzdata-2025a-h04d1e81_0.conda#885caf42f821b98b3321dc4108511a3d
15+
https://repo.anaconda.com/pkgs/main/noarch/tzdata-2025b-h04d1e81_0.conda#1d027393db3427ab22a02aa44a56f143
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https://repo.anaconda.com/pkgs/main/osx-64/xz-5.6.4-h46256e1_1.conda#ce989a528575ad332a650bb7c7f7e5d5
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https://repo.anaconda.com/pkgs/main/osx-64/zlib-1.2.13-h4b97444_1.conda#38e35f7c817fac0973034bfce6706ec2
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https://repo.anaconda.com/pkgs/main/osx-64/ccache-3.7.9-hf120daa_0.conda#a01515a32e721c51d631283f991bc8ea
@@ -48,9 +48,9 @@ https://repo.anaconda.com/pkgs/main/osx-64/openjpeg-2.5.2-h2d09ccc_1.conda#0f2e2
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https://repo.anaconda.com/pkgs/main/osx-64/packaging-24.2-py312hecd8cb5_0.conda#76512e47c9c37443444ef0624769f620
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https://repo.anaconda.com/pkgs/main/osx-64/pluggy-1.5.0-py312hecd8cb5_0.conda#ca381e438f1dbd7986ac0fa0da70c9d8
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https://repo.anaconda.com/pkgs/main/osx-64/pyparsing-3.2.0-py312hecd8cb5_0.conda#e4086daaaed13f68cc8d5b9da7db73cc
51-
https://repo.anaconda.com/pkgs/main/noarch/python-tzdata-2023.3-pyhd3eb1b0_0.conda#479c037de0186d114b9911158427624e
51+
https://repo.anaconda.com/pkgs/main/noarch/python-tzdata-2025.2-pyhd3eb1b0_0.conda#5ac858f05dbf9d3cdb04d53516901247
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https://repo.anaconda.com/pkgs/main/osx-64/pytz-2024.1-py312hecd8cb5_0.conda#2b28ec0e0d07f5c0c701f75200b1e8b6
53-
https://repo.anaconda.com/pkgs/main/osx-64/setuptools-75.8.0-py312hecd8cb5_0.conda#23bf9c15a65f2950af1716724c4e5396
53+
https://repo.anaconda.com/pkgs/main/osx-64/setuptools-78.1.1-py312hecd8cb5_0.conda#76b66b96a1564cb76011408c1eb8df3e
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https://repo.anaconda.com/pkgs/main/osx-64/six-1.17.0-py312hecd8cb5_0.conda#aadd782bc06426887ae0835eedd98ceb
5555
https://repo.anaconda.com/pkgs/main/noarch/toml-0.10.2-pyhd3eb1b0_0.conda#cda05f5f6d8509529d1a2743288d197a
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https://repo.anaconda.com/pkgs/main/osx-64/tornado-6.4.2-py312h46256e1_0.conda#6b41d7d8a2bf93ae3fc512202b14a9ec
@@ -59,7 +59,7 @@ https://repo.anaconda.com/pkgs/main/osx-64/wheel-0.45.1-py312hecd8cb5_0.conda#fa
5959
https://repo.anaconda.com/pkgs/main/osx-64/fonttools-4.55.3-py312h46256e1_0.conda#f7680dd6b8b1c2f8aab17cf6630c6deb
6060
https://repo.anaconda.com/pkgs/main/osx-64/numpy-base-1.26.4-py312h6f81483_0.conda#87f73efbf26ab2e2ea7c32481a71bd47
6161
https://repo.anaconda.com/pkgs/main/osx-64/pillow-11.1.0-py312h935ef2f_1.conda#c2f7a3f027cc93a3626d50b765b75dc5
62-
https://repo.anaconda.com/pkgs/main/osx-64/pip-25.0-py312hecd8cb5_0.conda#ece07a868514de9803e7a3c8aec1909f
62+
https://repo.anaconda.com/pkgs/main/noarch/pip-25.1-pyhc872135_2.conda#2778327d2a700153fefe0e69438b18e1
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https://repo.anaconda.com/pkgs/main/osx-64/pytest-8.3.4-py312hecd8cb5_0.conda#b15ee02022967632dfa1672669228bee
6464
https://repo.anaconda.com/pkgs/main/osx-64/python-dateutil-2.9.0post0-py312hecd8cb5_2.conda#1047dde28f78127dd9f6121e882926dd
6565
https://repo.anaconda.com/pkgs/main/osx-64/pytest-cov-6.0.0-py312hecd8cb5_0.conda#db697e319a4d1145363246a51eef0352
@@ -76,7 +76,7 @@ https://repo.anaconda.com/pkgs/main/osx-64/scipy-1.11.4-py312h81688c2_0.conda#7d
7676
https://repo.anaconda.com/pkgs/main/osx-64/pandas-2.2.3-py312h6d0c2b6_0.conda#84ce5b8ec4a986d13a5df17811f556a2
7777
https://repo.anaconda.com/pkgs/main/osx-64/pyamg-5.2.1-py312h1962661_0.conda#58881950d4ce74c9302b56961f97a43c
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# pip cython @ https://files.pythonhosted.org/packages/e6/6c/3be501a6520a93449b1e7e6f63e598ec56f3b5d1bc7ad14167c72a22ddf7/Cython-3.0.12-cp312-cp312-macosx_10_9_x86_64.whl#sha256=fe030d4a00afb2844f5f70896b7f2a1a0d7da09bf3aa3d884cbe5f73fff5d310
79-
# pip meson @ https://files.pythonhosted.org/packages/e5/2b/46bda4ef5a7ae4135dbfe27fc0368c44e5a349a897a54fdf2cedb8dcb66e/meson-1.7.2-py3-none-any.whl#sha256=82c6818dc81743c96de3a458f06175776ebfde4081195ea31ea6971838f25e38
79+
# pip meson @ https://files.pythonhosted.org/packages/df/d7/f1c8acf0e597d4d07532f519780ee6e11ba285a9b092f18706b4c9118331/meson-1.8.0-py3-none-any.whl#sha256=472b7b25da286447333d32872b82d1c6f1a34024fb8ee017d7308056c25fec1f
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# pip threadpoolctl @ https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl#sha256=43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb
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# pip pyproject-metadata @ https://files.pythonhosted.org/packages/7e/b1/8e63033b259e0a4e40dd1ec4a9fee17718016845048b43a36ec67d62e6fe/pyproject_metadata-0.9.1-py3-none-any.whl#sha256=ee5efde548c3ed9b75a354fc319d5afd25e9585fa918a34f62f904cc731973ad
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# pip meson-python @ https://files.pythonhosted.org/packages/7d/ec/40c0ddd29ef4daa6689a2b9c5ced47d5b58fa54ae149b19e9a97f4979c8c/meson_python-0.17.1-py3-none-any.whl#sha256=30a75c52578ef14aff8392677b09c39346e0a24d2b2c6204b8ed30583c11269c

‎build_tools/azure/pylatest_free_threaded_linux-64_conda.lock

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