Model Tuning

hyperoptPython

A Python library for distributed asynchronous hyperparameter optimization over complex search spaces.

Keras TunerPython

An easy-to-use, scalable hyperparameter optimization framework for Keras models with define-by-run syntax and built-in search algorithms.

HyperasPython

A simple wrapper that combines Keras and Hyperopt for convenient hyperparameter optimization in deep learning models.

Hyperparameter-Optimization-of-Machine-Learning-AlgorithmsJupyter Notebook

Implementation of hyperparameter optimization methods for ML/DL models with sample code for regression and classification tasks.

sklearn-deapJupyter Notebook

A scikit-learn compatible hyperparameter optimization tool using evolutionary algorithms instead of grid search.

sigopt_sklearnPython

A Python library providing SigOpt hyperparameter optimization wrappers for scikit-learn and XGBoost models.