Metadata-Version: 2.1
Name: TPOT
Version: 0.12.2
Summary: Tree-based Pipeline Optimization Tool
Home-page: https://github.com/EpistasisLab/tpot
Author: Randal S. Olson
Author-email: rso@randalolson.com
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 :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
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 >=1.4.1
Requires-Dist: deap >=1.2
Requires-Dist: update-checker >=0.16
Requires-Dist: tqdm >=4.36.1
Requires-Dist: stopit >=1.1.1
Requires-Dist: pandas >=0.24.2
Requires-Dist: joblib >=0.13.2
Requires-Dist: xgboost >=1.1.0
Provides-Extra: dask
Requires-Dist: dask >=0.18.2 ; extra == 'dask'
Requires-Dist: distributed >=1.22.1 ; extra == 'dask'
Requires-Dist: dask-ml >=1.0.0 ; extra == 'dask'
Provides-Extra: imblearn
Requires-Dist: imbalanced-learn >=0.7.0 ; extra == 'imblearn'
Provides-Extra: mdr
Requires-Dist: scikit-mdr >=0.4.4 ; extra == 'mdr'
Provides-Extra: skrebate
Requires-Dist: skrebate >=0.3.4 ; extra == 'skrebate'
Provides-Extra: torch
Requires-Dist: torch ==1.13.1 ; extra == 'torch'


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

Contact
=============
If you have any questions or comments about TPOT, please feel free to contact us via:

E-mail: ttle@pennmedicine.upenn.edu or weixuanf@pennmedicine.upenn.edu

or Twitter: https://twitter.com/trang1618 or https://twitter.com/WeixuanFu

This project is hosted at https://github.com/EpistasisLab/tpot
