GitHub - EpistasisLab/tpot: A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Master status: Development status: Package information: To try the TPOT2 (alpha) please go here! TPOT stands for Tree-based Pipeline Optimization Tool. Consider TPOT your Data Science Assistant. TPOT is a Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming. TPOT will automate the most tedious part of machine learning by intelligently exploring

[showyou]

>機械学習パイプラインの構築を自動化してくれるツール。具体的には、クリーニングしたデータを入れれば特徴の作成、選択、モデルの選択、ハイパーパラメーターの最適化まで自動的 遺伝的アルゴリズムで探索。

[yingfeng]

A Python tool that automatically creates and optimizes machine learning pipelines using genetic programming. http://rhiever.github.io/tpot/

[chezou]

SVM、ランダムフォレスト、gradient boostなどモデル選択、特徴選択、パラメータ探索をしてくれる全自動チューニングさん

[lanius]

"A Python tool that automatically creates and optimizes Machine Learning pipelines using genetic programming".