scikit-tree

View on PyPIReverse Dependencies (1)

0.7.2 scikit_tree-0.7.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
scikit_tree-0.7.2-cp39-cp39-win_amd64.whl
scikit_tree-0.7.2-cp39-cp39-macosx_10_9_x86_64.whl
scikit_tree-0.7.2-cp39-cp39-macosx_11_0_arm64.whl
scikit_tree-0.7.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
scikit_tree-0.7.2-cp312-cp312-win_amd64.whl
scikit_tree-0.7.2-cp312-cp312-macosx_10_9_x86_64.whl
scikit_tree-0.7.2-cp312-cp312-macosx_11_0_arm64.whl
scikit_tree-0.7.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
scikit_tree-0.7.2-cp311-cp311-win_amd64.whl
scikit_tree-0.7.2-cp311-cp311-macosx_10_9_x86_64.whl
scikit_tree-0.7.2-cp311-cp311-macosx_11_0_arm64.whl
scikit_tree-0.7.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
scikit_tree-0.7.2-cp310-cp310-win_amd64.whl
scikit_tree-0.7.2-cp310-cp310-macosx_10_9_x86_64.whl
scikit_tree-0.7.2-cp310-cp310-macosx_11_0_arm64.whl

Wheel Details

Project: scikit-tree
Version: 0.7.2
Filename: scikit_tree-0.7.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Download: [link]
Size: 2674647
MD5: 6bd3fd4407f951b45db38de0d60185ce
SHA256: 0480a6baa20b3560f49fd2802cb2f06b586a5af534fb411b1aab85e4fe38c25a
Uploaded: 2024-03-13 20:42:11 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: scikit-tree
Version: 0.7.2
Summary: Modern decision trees in Python
Maintainer-Email: Neurodata <adam.li[at]columbia.edu>
Keywords: tree oblique trees manifold-learning scikit-learn
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: BSD License
Classifier: Programming Language :: C
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Topic :: Scientific/Engineering
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX :: Linux
Classifier: Operating System :: POSIX
Classifier: Operating System :: Unix
Classifier: Operating System :: MacOS
Requires-Python: >=3.9
Requires-Dist: numpy (>=1.25.0)
Requires-Dist: scipy (>=1.5.0)
Requires-Dist: scikit-learn (>=1.4.1)
Requires-Dist: scikit-tree[build]; extra == "all"
Requires-Dist: scikit-tree[doc]; extra == "all"
Requires-Dist: scikit-tree[style]; extra == "all"
Requires-Dist: scikit-tree[test]; extra == "all"
Requires-Dist: build; extra == "build"
Requires-Dist: twine; extra == "build"
Requires-Dist: meson; extra == "build"
Requires-Dist: meson-python; extra == "build"
Requires-Dist: spin; extra == "build"
Requires-Dist: doit; extra == "build"
Requires-Dist: scikit-learn (>=1.4.1); extra == "build"
Requires-Dist: Cython (>=3.0.8); extra == "build"
Requires-Dist: ninja; extra == "build"
Requires-Dist: numpy (>=1.25.0); extra == "build"
Requires-Dist: rich-click; extra == "build"
Requires-Dist: pydevtool; extra == "build"
Requires-Dist: memory-profiler; extra == "doc"
Requires-Dist: numpydoc; extra == "doc"
Requires-Dist: pooch; extra == "doc"
Requires-Dist: pydata-sphinx-theme (==0.14.1); extra == "doc"
Requires-Dist: sphinx; extra == "doc"
Requires-Dist: sphinx-copybutton; extra == "doc"
Requires-Dist: sphinx-design; extra == "doc"
Requires-Dist: sphinx-gallery; extra == "doc"
Requires-Dist: sphinx-issues; extra == "doc"
Requires-Dist: sphinx_autodoc_typehints; extra == "doc"
Requires-Dist: sphinxcontrib-bibtex; extra == "doc"
Requires-Dist: portray; extra == "doc"
Requires-Dist: matplotlib; extra == "doc"
Requires-Dist: ipython; extra == "doc"
Requires-Dist: nbsphinx; extra == "doc"
Requires-Dist: memory_profiler; extra == "doc"
Requires-Dist: pandas; extra == "doc"
Requires-Dist: seaborn; extra == "doc"
Requires-Dist: joblib; extra == "doc"
Requires-Dist: pre-commit; extra == "style"
Requires-Dist: black; extra == "style"
Requires-Dist: codespell; extra == "style"
Requires-Dist: isort; extra == "style"
Requires-Dist: pydocstyle; extra == "style"
Requires-Dist: pydocstyle[toml]; extra == "style"
Requires-Dist: rstcheck; extra == "style"
Requires-Dist: ruff; extra == "style"
Requires-Dist: toml-sort; extra == "style"
Requires-Dist: yamllint; extra == "style"
Requires-Dist: mypy; extra == "style"
Requires-Dist: flake8; extra == "style"
Requires-Dist: bandit; extra == "style"
Requires-Dist: toml; extra == "style"
Requires-Dist: cython-lint; extra == "style"
Requires-Dist: joblib; extra == "test"
Requires-Dist: pandas; extra == "test"
Requires-Dist: pytest; extra == "test"
Requires-Dist: pytest-cov; extra == "test"
Requires-Dist: memory_profiler; extra == "test"
Requires-Dist: flaky; extra == "test"
Requires-Dist: tqdm; extra == "test"
Provides-Extra: all
Provides-Extra: build
Provides-Extra: doc
Provides-Extra: style
Provides-Extra: test
Description-Content-Type: text/markdown
[Description omitted; length: 6203 characters]

WHEEL

Wheel-Version: 1.0
Generator: meson
Root-Is-Purelib: false
Tag: cp39-cp39-manylinux_2_17_x86_64
Tag: cp39-cp39-manylinux2014_x86_64

RECORD

Path Digest Size
sktree/__init__.py sha256=KPv2GqtMjcnSD7zRkOyi1NPMb2M0a-A7GF3Z76NYshI 3517
sktree/neighbors.py sha256=akVNpGI8bXqZxiPRAqMywVa_-xUtRjxTcNDkVoU96bg 7971
sktree/conftest.py sha256=vvlVKEifYz_4XBSIAqq_hkPwlp3Ru_OHxo9uRAnwrG4 275
sktree/stats/__init__.py sha256=f-lmmwBvrWnrMQuGhW6qSYGJlzzF3XMuMyEMG1A8tD8 751
sktree/stats/utils.py sha256=CSCa9Ts_t1Po2IKyMaHz1cBLtBWaDLGmCMLVgKEjeNs 12457
sktree/stats/forestht.py sha256=6MY43_sk2FTKRBGohsuQ1F9EPNwDQy83Jd0A-u71tYw 64384
sktree/stats/permutationforest.py sha256=Zi3ARTwvoJaXvuePdihWwjf8GZNBRVDHD0aTM934PMY 16525
sktree/stats/monte_carlo.py sha256=ZdjLFTUJXKsVMS3nUOcAdlLGQEyeUVfcjWH1a-xlJdo 5170
sktree/stats/permuteforest.py sha256=4Rwn1jXQ0bThQlCwT2EtDrV2Z1dHhW9riiYavf7yuzo 20006
sktree/stats/tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sktree/stats/tests/test_utils.py sha256=AaO8_XtKEGQUne8scNCfRRscM-_W0krlphTkP25zjeY 1119
sktree/stats/tests/test_forestht.py sha256=Y-SrOpCKMNk4rHxKhD5azF2ZiBZusIp9zuEKGqmhwLM 33799
sktree/stats/tests/test_permuteforest.py sha256=Cu-2CLS50gKPRgA8SwcRnJO2HXKN1hmpzSbyT2dEBLI 2250
sktree/stats/tests/test_coleman.py sha256=KszJIDwcQa6VFJ4PAaNu5-PXxa3UfARMOJpD3GHcWMo 6834
sktree/ensemble/__init__.py sha256=nOuegFY1v_kpapp2J7UBPk5RqQPnW_81C4AITnTPvCI 509
sktree/ensemble/_supervised_forest.py sha256=0R0iMY8MCkIxIxkQp0HKZiLwZf8KK7rnJSZ-ERNpIvw 81905
sktree/ensemble/_unsupervised_forest.py sha256=F-3oK7g-lixo2d5r5ZmMJJtaYqe3yuBSkvDT_G3UYio 33283
sktree/ensemble/_multiview.py sha256=BsdDhb8qJKKffbPyZM44u0DfO3zEXvNIxiRusqfbzRs 13530
sktree/ensemble/_honest_forest.py sha256=Rl9lajFqsXtxhEnLa9DUi3BnKyZOWs2ABRD3Rme_3Hw 30449
sktree/ensemble/_eiforest.py sha256=HLNpFItTWOrJF6hyMyg5MTuD0Ka2cGtexWlaSKDnJ5g 7588
sktree/ensemble/_extensions.py sha256=kjf1hmceHIMqE5_F0HMWmEFisTs0vSxQ0VfVnA3DR5w 5530
sktree/_lib/sklearn/ensemble/_forest.py sha256=hRRZOi7u_dyXgcRHBUlB3I9xr4X4JWwXj7331XBRr14 139886
sktree/_lib/sklearn/neighbors/_quad_tree.cpython-39-x86_64-linux-gnu.so sha256=9RwwI1H47nOLI9qSUM-7qRn26W3VRXJFevu4VMUu-RI 346576
sktree/_lib/sklearn/utils/_random.cpython-39-x86_64-linux-gnu.so sha256=zklDArGSnzdphjuMrBWY2jrK5gKODQCGPIlby5H7vzI 402672
sktree/_lib/sklearn/utils/_typedefs.cpython-39-x86_64-linux-gnu.so sha256=C3mg_0H8Hv5EwJg3sZ33cx7nm8tbjGuBjqWbeaCe0YU 303344
sktree/_lib/sklearn/tree/_splitter.cpython-39-x86_64-linux-gnu.so sha256=sRhba6bl_Dg6l93OhT-VLFRwr8nRLI8tBNPKNxEhAZY 419952
sktree/_lib/sklearn/tree/__init__.py sha256=Bycl-qSX3rkvyaJEP9zbQ0u1XaWIhf6YG_j-1vQi8qM 534
sktree/_lib/sklearn/tree/_tree.cpython-39-x86_64-linux-gnu.so sha256=c5KUGKyb_31VpZQycqtRLKXbaoLq-SqAPqwUF-XZS_k 782408
sktree/_lib/sklearn/tree/_export.py sha256=zPjGNPbibehtWtmKg_MPWgLXZq268LwRrxZgtMKADhw 39333
sktree/_lib/sklearn/tree/_classes.py sha256=-Ct6wIXDvr-H3vGD-9hJSOJFePEhHt4bKngdWPlOUo4 91679
sktree/_lib/sklearn/tree/_utils.cpython-39-x86_64-linux-gnu.so sha256=IjxmHCR9tPBnH563nc856lvlctaSXbCXli1EXii7gpM 289776
sktree/_lib/sklearn/tree/_criterion.cpython-39-x86_64-linux-gnu.so sha256=S1luXo6bbRzcSB0hBrlnrsYRryQnywHyx-dD6HrEEkQ 404344
sktree/_lib/sklearn/tree/_reingold_tilford.py sha256=bFtCLvNsGkYC7FrAA0106nSU2BsL7mV0EYluA9D9cv4 5142
sktree/datasets/__init__.py sha256=wJxdKTNyE6Spyy-1cbb9JDElgWKyOsKwmrgXWCqXAVc 332
sktree/datasets/hyppo.py sha256=7R8k9UvcFEi62ZJvFMVuJGsWWnZxyky2mJMDktcjPhQ 32582
sktree/datasets/multiview.py sha256=fD8iPCqAvZPaysC39Gn0iitPXOw4nUQ4fGNYpEZQ3fs 11458
sktree/datasets/tests/test_hyppo.py sha256=_U2RXmNMt93m4IqcxVmtcUkXw_ruufkGFw6y5JfEycc 6242
sktree/datasets/tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sktree/datasets/tests/test_multiview.py sha256=2NUuQ62WfWTJjVOovQBijXL2HzMjmebz9zVBc4P7cnY 4311
sktree/tree/__init__.py sha256=GoHze-GWnHASm4oq2LAqy1sK6Oos2aTTfciPLTQxnS8 1164
sktree/tree/_oblique_splitter.cpython-39-x86_64-linux-gnu.so sha256=m-cJWLnhwZimYsx8vc8b0OmBz9XgWHzPwzcspamhtpA 421856
sktree/tree/_honest_tree.py sha256=kj-j7C8idNrd-mytx2pDo2E8Wm5jg2n6Kenj9cLcfUY 34911
sktree/tree/_marginalize.py sha256=yfBetTCPGyFS3DZ-dABqo8nkMbwxMF9qmfCs5EpZ6Fo 9391
sktree/tree/_marginal.cpython-39-x86_64-linux-gnu.so sha256=KzgLXyZXWaHqllekAGPJC4MPsudkXuQ6zZYbKvCQKyM 269928
sktree/tree/_oblique_tree.cpython-39-x86_64-linux-gnu.so sha256=yMJIfEGzM6IcCU6OEqRf2b3cTo7BUSvd1l2onpFZ1WI 300488
sktree/tree/_sklearn_splitter.cpython-39-x86_64-linux-gnu.so sha256=cP4CmE7ujH4b7ALpOtzfWISRDQw7ayWON2isxc4oERg 202128
sktree/tree/_multiview.py sha256=EyL6q1h8FLyb8nIpNQCCsjD9cRkvly6X0vN_xxNKoRs 24325
sktree/tree/_classes.py sha256=gbIZTXUmpAWxF8A3StYDE6soBWJxylG5I5dn_v4X1dc 129290
sktree/tree/_utils.cpython-39-x86_64-linux-gnu.so sha256=YSXVq0T5ZrSpqHr4mOOlMyJhezNEzT5O_kQRJ-WtsZw 248024
sktree/tree/_neighbors.py sha256=erHEitm5JVkYar877GdaFNvUSA-bbLNShh-yOGTkJJg 2058
sktree/tree/manifold/_morf_splitter.cpython-39-x86_64-linux-gnu.so sha256=9pWTzUtWzrPh8u-P9OZeta-yfTSwvlTyKIHG7FnwubE 491880
sktree/tree/unsupervised/_unsup_splitter.cpython-39-x86_64-linux-gnu.so sha256=iOmN7Sx4EgLWWLlj95ZyxcPIHXhiTUsjCPrD7EmKekA 267208
sktree/tree/unsupervised/_unsup_tree.cpython-39-x86_64-linux-gnu.so sha256=xjuO1-ATozGZyqUPygh8IWydO9cFo-KZFDD_b90i1Zw 427520
sktree/tree/unsupervised/_unsup_oblique_splitter.cpython-39-x86_64-linux-gnu.so sha256=I319sUmN8kXdx5R_n146N4BEJY_-7XVw0OhynuKU2CM 268904
sktree/tree/unsupervised/_unsup_criterion.cpython-39-x86_64-linux-gnu.so sha256=HFA5EojFcNDwlNgK6M292cw93Efv8WMkV2Q0vmkVUjs 237848
sktree/tree/unsupervised/_unsup_oblique_tree.cpython-39-x86_64-linux-gnu.so sha256=qGckyJqQy-59RAUZlkrRWMm2tkZ69Kx0Lnqia9zXiJk 289096
sktree/tree/tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sktree/tree/tests/test_unsupervised_tree.py sha256=H0aKv5gxRUoWK9tPFiY3wPGZVXUsy7vGa5vNgWc-kWo 7667
sktree/tree/tests/test_utils.py sha256=w7Pq5VJ780mkQREwrNhKfxPZ4yEv-3R5rarcCbmO2Sw 6798
sktree/tree/tests/test_multiview.py sha256=2L6-sbPoRCf7Fhcp6QT318yI0xDDoZQ4mHNnWzZ7hVQ 9261
sktree/tree/tests/test_marginal.py sha256=uENvoN6WQ7NfJ4q9EHwFNG4BD3bfcf2HMqISPQHvfp4 5056
sktree/tree/tests/test_honest_tree.py sha256=6IHh5D8mINYrcB46N8ZKCuDcK0ev07qiQUfeyRXJFWM 7585
sktree/tree/tests/test_all_trees.py sha256=Tj7dQzMJCUzsNqNGGMePGsEAKdgVAIP3S4JnYW8T8hA 5073
sktree/tree/tests/test_tree.py sha256=rLiVEaEqT8NhdVBVIcRldnWOpTnEq-LU9FrUawQ5B7Q 19143
sktree/tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sktree/tests/test_neighbors.py sha256=cZ9tJ6Ns74kFKGNNYqnIF1ML-HdaUG9qm2FD_pPkqXw 2924
sktree/tests/test_extensions.py sha256=6FeU5s28EiZoykTM0yeOxAhkJl8R1q0WvRvGU_TxPVI 3651
sktree/tests/test_unsupervised_forest.py sha256=egm5zOoJmxeuZB1h3am4ECJGdS9CbUpIo-pZNv38Les 3806
sktree/tests/test_eiforest.py sha256=2dJ4qNt727S5ZAikM3L2AUxSABAznlRNWD_L5Swa1ZA 10730
sktree/tests/test_multiview_forest.py sha256=lik5QR50HWV080Q2_rCKMDnACAKs5h-DnCQ6h5zH2qI 5353
sktree/tests/test_supervised_forest.py sha256=089H3z86bWKC3bHKodCs94lF2qpidHpxyXxyxqWReh8 13952
sktree/tests/test_honest_forest.py sha256=eWUhboiEujgxlcl00uIXvHd2bzr7tGy7mt4bxFvgjXE 16603
sktree/experimental/__init__.py sha256=Fap6iBiP3wIDG9nXWMYUbZd5Hi8uy62mDhVvc1XNa6U 310
sktree/experimental/monte_carlo.py sha256=gGMdi8tXVjnm5zkEtGssv7yuAEQRk5vfdkRYWQD3ksQ 8448
sktree/experimental/simulate.py sha256=hQppTPostbMRRFQ4MhyDpdIF7NWV070QHQFBfn3lmiM 7863
sktree/experimental/sdf.py sha256=gECGe1Wsx_fHa1HrwUee6U6BKZM-IFABmw6PKBI5tfg 9332
sktree/experimental/mutual_info.py sha256=K7tAQgM3AJjlc1xvLusK4gVYnVfvdWdAuCZojx7AjHY 13532
sktree/experimental/tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sktree/experimental/tests/test_monte_carlo.py sha256=xYZmnZYzCmPwoap7OULJg2Yj3QbO8BjGBD9lxmB5Trk 7846
sktree/experimental/tests/test_simulate.py sha256=QN4UBqwZPEkrgJRL5gjFEmRFLn5EapJ0-Lg5MrCNQAA 1008
sktree/experimental/tests/test_mutual_info.py sha256=PyQt4fd_rMdOnFoEtScOJnFx-8ZD2auhnkgySv4yoGE 1579
sktree/experimental/tests/test_sdf.py sha256=6rbmxxPCG0X0NUF4wgQ_KOQTT4hrdhD-qTvMprE7grY 3822
scikit_tree-0.7.2.dist-info/RECORD
scikit_tree-0.7.2.dist-info/METADATA sha256=jOR97CW1P7Jy57qKD-B4dbwhw4DmdNQyOer0aEOcdp0 9850
scikit_tree-0.7.2.dist-info/WHEEL sha256=jMyS45pfVQQNgqjilq2bIfG3aDgtWNCCOi-3M7NZx5A 133