https://github.com/scikit-learn/scikit-learn

data-analysis data-science machine-learning python statistics

Last synced: about 1 month ago

Repository metadata:

scikit-learn: machine learning in Python

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Committers metadata

Last synced: about 1 month ago

Total Commits: 28,918
Total Committers: 3,192
Avg Commits per committer: 9.06
Development Distribution Score (DDS): 0.935

Commits in past year: 1,285
Committers in past year: 280
Avg Commits per committer in past year: 4.589
Development Distribution Score (DDS) in past year: 0.873

Name Email Commits
Olivier Grisel o****l@e****g 1881
Fabian Pedregosa f****a@i****r 1566
Andreas Mueller a****r@a****e 1541
Gael Varoquaux g****x@i****r 1442
Lars Buitinck L****k@u****l 1117
Thomas J. Fan t****n@g****m 911
Gilles Louppe g****e@g****m 745
Peter Prettenhofer p****r@g****m 723
Alexandre Gramfort a****t@i****r 708
Vlad Niculae v****d@v****o 681
Mathieu Blondel m****u@m****g 664
Joel Nothman j****n@g****m 651
Guillaume Lemaitre g****8@g****m 570
Arnaud Joly a****y@u****e 530
Loic Esteve l****e@y****m 481
Jérémie du Boisberranger 3****b 335
Jaques Grobler j****r@i****r 308
Jake VanderPlas v****s@a****u 293
Adrin Jalali a****i@g****m 275
Manoj Kumar m****4@g****m 257
Hanmin Qin q****5@s****m 254
Nicolas Hug c****t@n****m 250
Andreas Mueller a****r@n****u 217
Jan Hendrik Metzen j****m@i****e 210
Nelle Varoquaux n****x@g****m 204
Robert Layton r****n@g****m 204
Noel Dawe N****e@c****h 169
scikit-learn-bot t****v@g****m 167
Brian Holt b****8@c****k 154
Lucy Liu j****6@g****m 146
and 3162 more...

Issue and Pull Request metadata

Last synced: about 1 month ago

Package metadata

pypi: scikit-learn

A set of python modules for machine learning and data mining

  • Homepage: https://scikit-learn.org
  • Documentation: https://scikit-learn.readthedocs.io/
  • Licenses: BSD 3-Clause License Copyright (c) 2007-2024 The scikit-learn developers. All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. * Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
  • Latest release: 1.4.2 (published 9 months ago)
  • Last Synced: 2024-11-11T01:12:05.463Z (about 1 month ago)
  • Versions: 80
  • Dependent Packages: 8,580
  • Dependent Repositories: 142,401
  • Downloads: 77,293,528 Last month
  • Docker Downloads: 1,453,109,205
  • Rankings:
    • Dependent packages count: 0.002%
    • Dependent repos count: 0.005%
    • Forks count: 0.017%
    • Downloads: 0.022%
    • Average: 0.023%
    • Stargazers count: 0.04%
    • Docker downloads count: 0.049%
  • Maintainers (8)
  • Advisories:
conda: scikit-learn

  • Homepage: http://scikit-learn.org/
  • Licenses: BSD-3-Clause
  • Latest release: 1.1.3 (published about 2 years ago)
  • Last Synced: 2024-10-29T13:17:57.050Z (about 2 months ago)
  • Versions: 31
  • Dependent Packages: 647
  • Dependent Repositories: 5,166
  • Rankings:
    • Dependent repos count: 0.04%
    • Dependent packages count: 0.08%
    • Forks count: 0.085%
    • Average: 0.099%
    • Stargazers count: 0.19%
conda: scikit-learn

Scikit-learn is an open source machine learning library that supports supervised and unsupervised learning. It also provides various tools for model fitting, data preprocessing, model selection, model evaluation, and many other utilities.

  • Homepage: https://scikit-learn.org/
  • Licenses: BSD-3-Clause
  • Latest release: 1.4.2 (published 8 months ago)
  • Last Synced: 2024-11-10T23:51:08.935Z (about 1 month ago)
  • Versions: 27
  • Dependent Packages: 73
  • Dependent Repositories: 5,166
  • Rankings:
    • Dependent repos count: 0.242%
    • Dependent packages count: 0.393%
    • Forks count: 0.393%
    • Average: 0.408%
    • Stargazers count: 0.604%
pypi: scikits.learn

A set of python modules for machine learning and data mining

  • Homepage: http://scikit-learn.sourceforge.net
  • Documentation: https://scikits.learn.readthedocs.io/
  • Licenses: new BSD
  • Latest release: 0.8.1 (published about 13 years ago)
  • Last Synced: 2024-11-10T23:51:02.974Z (about 1 month ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 17
  • Downloads: 1,268 Last month
  • Rankings:
    • Dependent repos count: 3.498%
    • Average: 7.172%
    • Downloads: 7.893%
    • Dependent packages count: 10.126%
  • Maintainers (2)
pypi: recommender-testing11

simple random movie recommender

  • Homepage: https://github.com/scikit-learn/scikit-learn/tree/main/sklearn/datasets
  • Documentation: https://recommender-testing11.readthedocs.io/
  • Licenses: Open Source
  • Latest release: 0.5 (published almost 2 years ago)
  • Last Synced: 2024-11-10T23:50:59.447Z (about 1 month ago)
  • Versions: 5
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 203 Last month
  • Rankings:
    • Forks count: 0.005%
    • Stargazers count: 0.012%
    • Dependent packages count: 6.886%
    • Average: 9.368%
    • Dependent repos count: 30.571%
  • Maintainers (1)
pypi: scikit-learn_runnr

A set of python modules for machine learning and data mining

  • Homepage: http://scikit-learn.org
  • Documentation: https://scikit-learn_runnr.readthedocs.io/
  • Licenses: new BSD
  • Latest release: 0.18.dev0 (published over 1 year ago)
  • Last Synced: 2024-11-10T23:50:40.104Z (about 1 month ago)
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 2
  • Downloads: 83 Last month
  • Rankings:
    • Dependent packages count: 10.082%
    • Dependent repos count: 11.568%
    • Average: 13.732%
    • Downloads: 19.546%
  • Maintainers (1)
pypi: spoke-scikit-learn

A set of python modules for machine learning and data mining

  • Homepage: http://scikit-learn.org
  • Documentation: https://spoke-scikit-learn.readthedocs.io/
  • Licenses: new BSD
  • Latest release: 0.19.dev0 (published almost 5 years ago)
  • Last Synced: 2024-11-10T23:50:47.161Z (about 1 month ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 74 Last month
  • Rankings:
    • Dependent packages count: 10.069%
    • Average: 17.971%
    • Dependent repos count: 21.628%
    • Downloads: 22.216%
  • Maintainers (1)
pypi: binooculars

A tiny, yet blazingly fast machine learning library written in Rust with Python interface.

  • Homepage:
  • Documentation: https://binooculars.readthedocs.io/
  • Licenses: bsd-3-clause
  • Latest release: 0.0.2 (published over 1 year ago)
  • Last Synced: 2024-11-10T23:50:55.900Z (about 1 month ago)
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 380 Last month
  • Rankings:
    • Dependent packages count: 7.139%
    • Average: 19.884%
    • Dependent repos count: 32.63%
  • Maintainers (1)
pypi: scikit-learn-val

Extended functionality of scikit-learn: Now train_test_split function can return three subsets for train, test and validation.

  • Homepage: http://scikit-learn.org
  • Documentation: https://scikit-learn-val.readthedocs.io/
  • Licenses: new BSD
  • Latest release: 0.0.1 (published over 4 years ago)
  • Last Synced: 2024-11-10T23:50:18.945Z (about 1 month ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 225 Last month
  • Rankings:
    • Dependent packages count: 10.105%
    • Downloads: 17.788%
    • Dependent repos count: 21.593%
    • Average: 23.627%
    • Forks count: 29.81%
    • Stargazers count: 38.839%
  • Maintainers (1)
pypi: scikit-learn-3way-split

Added new function train_test_val_split that returns three subsets for train, test and validation.

  • Homepage: http://scikit-learn.org
  • Documentation: https://scikit-learn.org/stable/documentation.html
  • Licenses: new BSD
  • Latest release: 0.0.1 (published over 4 years ago)
  • Last Synced: 2024-11-10T23:50:29.340Z (about 1 month ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 102 Last month
  • Rankings:
    • Dependent packages count: 10.109%
    • Downloads: 20.679%
    • Dependent repos count: 21.559%
    • Average: 24.197%
    • Forks count: 29.802%
    • Stargazers count: 38.833%
  • Maintainers (1)
pypi: trajminer

A trajectory mining library

  • Homepage: https://trajminer.github.io/
  • Documentation: https://trajminer.readthedocs.io/
  • Licenses: MIT License
  • Latest release: 0.1.0a1 (published over 5 years ago)
  • Last Synced: 2024-11-10T23:50:44.690Z (about 1 month ago)
  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 95 Last month
  • Rankings:
    • Dependent packages count: 10.095%
    • Dependent repos count: 21.615%
    • Average: 30.77%
    • Downloads: 60.598%
  • Maintainers (1)
pypi: scikit-learn-gini

A set of python modules for machine learning and data mining

  • Homepage: https://scikit-learn.org
  • Documentation: https://scikit-learn.org/stable/documentation.html
  • Licenses: new BSD
  • Latest release:
  • Last Synced: 2024-11-10T23:50:46.425Z (about 1 month ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 208 Last month
  • Rankings:
    • Dependent packages count: 10.172%
    • Average: 33.712%
    • Dependent repos count: 57.251%
  • Maintainers (1)
pypi: sklearn-gini

A set of python modules for machine learning and data mining

  • Homepage: https://scikit-learn.org
  • Status: removed
  • Documentation: https://scikit-learn.org/stable/documentation.html
  • Licenses: new BSD
  • Latest release:
  • Last Synced: 2024-11-10T23:50:44.662Z (about 1 month ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 10.172%
    • Average: 33.712%
    • Dependent repos count: 57.251%
  • Maintainers (1)

Dependencies

.binder/requirements.txt pypi
  • matplotlib *
  • pandas *
  • scikit-image *
  • scikit-learn *
  • sphinx-gallery *
build_tools/azure/debian_atlas_32bit_requirements.txt pypi
  • cython *
  • joblib ==1.0.0
  • pytest ==5.0.1
  • threadpoolctl ==2.2.0
build_tools/azure/python_nogil_requirements.txt pypi
  • cython *
  • joblib *
  • matplotlib *
  • numpy *
  • pytest ==6.2.5
  • pytest-xdist *
  • scipy *
  • threadpoolctl *
build_tools/azure/ubuntu_atlas_requirements.txt pypi
  • cython *
  • joblib ==1.0.0
  • pytest *
  • pytest-xdist *
  • threadpoolctl ==2.0.0
.github/workflows/artifact-redirector.yml actions
  • larsoner/circleci-artifacts-redirector-action master composite
.github/workflows/assign.yml actions
.github/workflows/check-changelog.yml actions
  • actions/checkout v3 composite
.github/workflows/check-manifest.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.github/workflows/label-blank-issue.yml actions
  • andymckay/labeler 1.0.4 composite
.github/workflows/labeler-module.yml actions
  • thomasjpfan/labeler v2.5.1 composite
.github/workflows/labeler-title-regex.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.github/workflows/lint.yml actions
  • actions/checkout v3 composite
  • actions/download-artifact v3 composite
  • actions/setup-python v3 composite
  • actions/upload-artifact v3 composite
.github/workflows/publish_pypi.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
  • pypa/gh-action-pypi-publish v1.8.5 composite
.github/workflows/unassign.yml actions
.github/workflows/update-lock-files.yml actions
  • actions/checkout v4 composite
  • peter-evans/create-pull-request v5 composite
.github/workflows/update_tracking_issue.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.github/workflows/wheels.yml actions
  • actions/checkout v3 composite
  • actions/download-artifact v3 composite
  • actions/setup-python v4 composite
  • actions/upload-artifact v3 composite
doc/binder/requirements.txt pypi
pyproject.toml pypi
setup.py pypi