Welcome to HPOlib’s documentation!¶
HPOlib is a package which aiming to simplify the development and use of hyperparameter optimization algorithms. It features benchmarks which have been used in papers introducing state-of-the-art hyperparameter optimization tools like spearmint and hyperopt. Furthermore, it provides a common interface to several Bayesian optimization packages as well as the possibility to add your own optimization package.
- Installation Instructions For HPOlib
- Algorithms and Datasets
- Optimization algorithms
- Plotting results
- The HPOlib Structure
- Citing the HPOlib