Metadata-Version: 2.1
Name: TPOT2
Version: 0.1.4a0
Summary: Tree-based Pipeline Optimization Tool
Home-page: https://github.com/EpistasisLab/tpot2
Author: Pedro Ribeiro
License: GNU/LGPLv3
Keywords: pipeline optimization,hyperparameter optimization,data science,machine learning,genetic programming,evolutionary computation
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: GNU Lesser General Public License v3 (LGPLv3)
Classifier: Programming Language :: Python :: 3.10
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
License-File: LICENSE
Requires-Dist: numpy >=1.16.3
Requires-Dist: scipy >=1.3.1
Requires-Dist: scikit-learn >=1.3.0
Requires-Dist: update-checker >=0.16
Requires-Dist: tqdm >=4.36.1
Requires-Dist: stopit >=1.1.1
Requires-Dist: pandas <2.0.0,>=1.5.3
Requires-Dist: joblib >=1.1.1
Requires-Dist: xgboost >=1.7.0
Requires-Dist: matplotlib >=3.6.2
Requires-Dist: traitlets >=5.8.0
Requires-Dist: lightgbm >=3.3.3
Requires-Dist: optuna >=3.0.5
Requires-Dist: baikal >=0.4.2
Requires-Dist: jupyter >=1.0.0
Requires-Dist: networkx >=3.0
Requires-Dist: dask >=2023.3.1
Requires-Dist: distributed >=2023.7.0
Requires-Dist: dask-ml >=2022.5.27
Requires-Dist: dask-jobqueue >=0.8.1
Requires-Dist: func-timeout >=4.3.5
Provides-Extra: mdr
Requires-Dist: scikit-mdr >=0.4.4 ; extra == 'mdr'
Provides-Extra: sklearnex
Requires-Dist: scikit-learn-intelex >=2023.2.1 ; extra == 'sklearnex'
Provides-Extra: skrebate
Requires-Dist: skrebate >=0.3.4 ; extra == 'skrebate'


A Python tool that automatically creates and optimizes machine learning pipelines using genetic programming.


