AutoML frameworks (04/22/2020)
Name Languages Lisence GitHub stars First release date Claasification Regression Clustering Backend
Auto-WEKA Java GPL v3 252 02/03/2013 tabular tabular weka
TPOT Python LGPL v3 6,964 11/14/2015 tabular tabular sklearn, xgb
auto-sklearn Python BSD 4,428 05/09/2016 tabular tabular sklearn
auto_ml Python MIT 1,437 08/27/2016 tabular tabular sklearn, xgb, lgb, tf
MLBox Python BSD 1,062 07/10/2017 tabular tabular sklearn, lgb, tf
AutoKeras Python MIT 6,898 12/01/2017 tabular, image, text tabular, image, text tf
hyperopt-sklearn Python BSD 1,014 12/03/2017 tabular tabular sklearn, xgb, lgb
ATM Python MIT 478 04/21/2018 tabular sklearn
H2O AutoML Python, R Apache v2 4,733 05/25/2018 tabular tabular h2o
PyCaret Python MIT 356 11/30/2019 tabular tabular tabular sklearn, xgb, lgb, cb
AutoGluon Python Apache v2 2,186 12/07/2019 tabular, image, text tabular sklearn, lgb, cb, mx
5
sklearn=scikit-learn, xgb=xgboost, lgb=lightgbm, cb=catboost, mx=mxnet