hpt
This repository is under construction
🚧
A minimal hyperparameter tuning framework to help you train hundreds of models.
It's essentially a set of helpful wrappers over optuna.
Install
pip install hpt
Getting started
from hpt.tuner import ObjectiveFunction, OptunaTuner
obj_func = ObjectiveFunction(
X_train, y_train, X_test, y_test,
hyperparameter_space=HYPERPARAM_SPACE_PATH,
eval_metric='accuracy',
s_train=s_train,
s_val=s_test,
threshold=0.50,
)
tuner = OptunaTuner(obj_func) # NOTE: can pass other useful study kwargs here (e.g. storage)TODO: finish readme.
