HyperparameterHunter Library Compatibility¶
This section lists libraries that have been tested with HyperparameterHunter and briefly outlines some works in progress.
Tested and Compatible¶
Support On the Way¶
PyTorch/Skorch
TensorFlow
Boruta
Imbalanced-Learn
Not Yet Compatible¶
TPOT
After admittedly minimal testing, problems arose due to the fact that TPOT implements its own cross-validation scheme
This resulted in (probably unexpected) nested cross validation, and extremely long execution times
Notes¶
If you don’t see the one of your favorite libraries listed above, and you want to do something about that, let us know!
See HyperparameterHunter’s ‘examples/’ directory for help on getting started with compatible libraries
Improved support for hyperparameter tuning with Keras is on the way!