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scikit-learn integrates well with many other Python libraries, such as [[Matplotlib]] and [[plotly]] for plotting, [[NumPy]] for array vectorization, [[Pandas (software)|Pandas]] dataframes, [[SciPy]], and many more.
== Version historyHistory ==
scikit-learn was initially developed by David Cournapeau as a Google Summer of Code project in 2007. Later that year, Matthieu Brucher joined the project and started to use it as a part of his thesis work. In 2010, [[French Institute for Research in Computer Science and Automation|INRIA]], the [[French Institute for Research in Computer Science and Automation]], got involved and the first public release (v0.1 beta) was published in late January 2010.
{| class="wikitable"
|+ scikit-learn Release History
|-
! Version !! Release Date !! Notes
|-
| style="background-color: #ffcccc;" | 0.14 || style="background-color: #ffcccc;" | August 2013 || style="background-color: #ffcccc;" |<ref name=":0" />
|-
| style="background-color: #ffcccc;" | 0.15.0 || style="background-color: #ffcccc;" | July 2014 || style="background-color: #ffcccc;" |<ref name=":0" />
|-
| style="background-color: #ffcccc;" | 0.16.0 || style="background-color: #ffcccc;" | March 2015 || style="background-color: #ffcccc;" |<ref name=":0" />
|-
| style="background-color: #ffcccc;" | 0.17.0 || style="background-color: #ffcccc;" | November 2015 || style="background-color: #ffcccc;" |<ref name=":0">{{Cite web|url=https://scikit-learn.org/dev/whats_new.html|title=Release history — scikit-learn 0.19.dev0 documentation|website=scikit-learn.org|access-date=2017-02-27}}</ref>
|-
| style="background-color: #ffcccc;" | 0.18.0 || style="background-color: #ffcccc;" | September 2016 || style="background-color: #ffcccc;" |
|-
| style="background-color: #ffcccc;" | 0.19.0 || style="background-color: #ffcccc;" | July 2017 || style="background-color: #ffcccc;" |
|-
| style="background-color: #ffcccc;" | 0.20.0 || style="background-color: #ffcccc;" | September 2018 || style="background-color: #ffcccc;" |<ref>{{cite web |title=Release History - 0.20.0 documentation |url=https://scikit-learn.org/stable/whats_new.html#version-0-20 |website=scikit-learn |access-date=6 November 2018}}</ref>
|-
| style="background-color: #ffcccc;" | 0.21.0 || style="background-color: #ffcccc;" | May 2019 || style="background-color: #ffcccc;" |<ref>{{cite web |title=Release History - 0.21.0 documentation |url=https://scikit-learn.org/stable/whats_new.html#version-0-21-0 |website=scikit-learn |access-date=5 May 2019}}</ref>
|-
| style="background-color: #ffcccc;" | 0.22 || style="background-color: #ffcccc;" | December 2019 || style="background-color: #ffcccc;" |<ref>{{cite web |title=Release History - 0.22 documentation |url=https://scikit-learn.org/dev/whats_new/v0.22.html |website=scikit-learn |access-date=7 June 2020}}</ref>
|-
| style="background-color: #ffcccc;" | 0.23.0 || style="background-color: #ffcccc;" | May 2020 || style="background-color: #ffcccc;" |<ref>{{cite web |title=Release History - 0.23.0 documentation |url=https://scikit-learn.org/dev/whats_new/v0.23.html#version-0-23-0 |website=scikit-learn |access-date=7 June 2020}}</ref>
|-
| style="background-color: #ffcccc;" | 0.24 || style="background-color: #ffcccc;" | January 2021 || style="background-color: #ffcccc;" |<ref>{{Citation|title=Release History - 0.24 documentation |url=https://scikit-learn.org/dev/whats_new/v0.24.html |website=scikit-learn |access-date=2021-02-08}}</ref>
|-
| style="background-color: #ffcccc;" | 1.0.0 || style="background-color: #ffcccc;" | September 2021 || style="background-color: #ffcccc;" |<ref>{{cite web |title=Release History - 1.0.0 documentation |url=https://scikit-learn.org/dev/whats_new/v1.0.html#version-1-0-0 |website=scikit-learn }}</ref>
|-
| style="background-color: #ffcccc;" | 1.0.1 || style="background-color: #ffcccc;" | October 2021 || style="background-color: #ffcccc;" |<ref>{{cite web |title=Release History - 1.0.1 documentation |url=https://scikit-learn.org/dev/whats_new/v1.0.html#version-1-0-1 |website=scikit-learn }}</ref>
|-
| style="background-color: #ffcccc;" | 1.0.2 || style="background-color: #ffcccc;" | December 2021 || style="background-color: #ffcccc;" |<ref>{{cite web |title=Release History - 1.0.2 documentation |url=https://scikit-learn.org/dev/whats_new/v1.0.html |website=scikit-learn }}</ref>
|-
| style="background-color: #ffcccc;" | 1.1.0 || style="background-color: #ffcccc;" | May 2022 || style="background-color: #ffcccc;" |<ref>{{cite web |title=Release History - 1.1.0 documentation |url=https://scikit-learn.org/dev/whats_new/v1.1.html#version-1-1-0 |website=scikit-learn }}</ref>
|-
| style="background-color: #ffcccc;" | 1.1.1 || style="background-color: #ffcccc;" | May 2022 || style="background-color: #ffcccc;" |<ref>{{cite web |title=Release History - 1.1.1 documentation |url=https://scikit-learn.org/dev/whats_new/v1.1.html#version-1-1-1 |website=scikit-learn }}</ref>
|-
| style="background-color: #ffcccc;" | 1.1.2 || style="background-color: #ffcccc;" | August 2022 || style="background-color: #ffcccc;" |<ref>{{cite web |title=Release History - 1.1.2 documentation |url=https://scikit-learn.org/dev/whats_new/v1.1.html#version-1-1-2 |website=scikit-learn }}</ref>
|-
| style="background-color: #ffcccc;" | 1.1.3 || style="background-color: #ffcccc;" | October 2022 || style="background-color: #ffcccc;" |<ref>{{cite web |title=Release History - 1.1.3 documentation |url=https://scikit-learn.org/dev/whats_new/v1.1.html |website=scikit-learn }}</ref>
|-
| style="background-color: #ffcccc;" | 1.2.0 || style="background-color: #ffcccc;" | December 2022 || style="background-color: #ffcccc;" |<ref>{{cite web |title=Release History - 1.2.0 documentation |url=https://scikit-learn.org/dev/whats_new/v1.2.html#version-1-2-0 |website=scikit-learn }}</ref>
|-
| style="background-color: #ffcccc;" | 1.2.1 || style="background-color: #ffcccc;" | January 2023 || style="background-color: #ffcccc;" |<ref>{{cite web |title=Release History - 1.2.1 documentation |url=https://scikit-learn.org/dev/whats_new/v1.2.html#version-1-2-1 |website=scikit-learn }}</ref>
|-
| style="background-color: #ccccff;" | 1.2.2 || style="background-color: #ccccff;" | March 2023 || style="background-color: #ccccff;" |<ref>{{cite web |title=Release History - 1.2.2 documentation |url=https://scikit-learn.org/dev/whats_new/v1.2.html |website=scikit-learn }}</ref>
|}
== Awards ==
| 