TPOT

GPTKB entity

Statements (20)
Predicate Object
gptkbp:instanceOf gptkb:software
AutoML tool
gptkbp:developer gptkb:Randal_S._Olson
gptkbp:documentation https://epistasislab.github.io/tpot/
gptkbp:feature data preprocessing
feature selection
model selection
hyperparameter optimization
automated pipeline optimization
gptkbp:firstReleased 2016
https://www.w3.org/2000/01/rdf-schema#label TPOT
gptkbp:integratesWith gptkb:scikit-learn
gptkbp:license gptkb:MIT_License
gptkbp:programmingLanguage gptkb:Python
gptkbp:purpose automated machine learning
gptkbp:repository https://github.com/EpistasisLab/tpot
gptkbp:uses genetic programming
gptkbp:bfsParent gptkb:AutoML
gptkb:Automated_Machine_Learning
gptkbp:bfsLayer 6