EpistasisLab / tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Date Created 2015-11-03 (9 years ago)

Commits 2,440 (last one 10 months ago)

Stargazers 9,788 (6 this week)

Watchers 289 (0 this week)

Forks 1,571

License lgpl-3.0

Ranking

RepositoryStats indexes 598,436 repositories, of these EpistasisLab/tpot is ranked #4,127 (99th percentile) for total stargazers, and #4,070 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #612/120,139.

EpistasisLab/tpot is also tagged with popular topics, for these it's ranked: python (#371/22385), machine-learning (#179/8090), data-science (#60/2146), automation (#38/1990), scikit-learn (#14/353), automl (#4/212), hyperparameter-optimization (#5/122), feature-engineering (#2/113)

Other Information

EpistasisLab/tpot has 13 open pull requests on Github, 366 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 283 open issues and 639 closed issues.

There have been 30 releases, the latest one was published on 2024-02-23 (10 months ago) with the name v0.12.2.

Homepage URL: http://epistasislab.github.io/tpot/

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Github watchers over time, collection started in '23

Recent Commit History

72 commits on the default branch (master) since jan '22

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Languages

The primary language is Python but there's also others...

updated: 2024-12-30 @ 12:31am, id: 45495679 / R_kgDOArY1fw