Table of Contents
Recommended Reading
Recommended Watching
Recommended Tools
Hyperparameter Tuning
Recommended Reading
Algorithms for Hyper-Parameter Optimization
by Bergstra et al. (NIPS, 2011)
Hyperparameter tuning for machine learning models
by Jeremy Jordan
Hyperparameter Optimization in Machine Learning Models
by Sayak Paul
Recommended Watching
Hyperparameter tuning I
on Coursera.
Recommended Tools
Hyperopt
Spearmint
TPOT
hyperas