Hyperparameter optimization helpers (reservoirpy.hyper)

Utility module for optimization of hyperparameters using hyperopt.

Note

This module is meant to be used alongside hyperopt and Matplotlib packages, which are not installed with ReservoirPy by default. Before using the reservoirpy.hyper module, consider installing these packages if they are not already installed.

research(objective, dataset, config_path[, ...])	Wrapper for hyperopt fmin function.
plot_hyperopt_report(exp, params[, metric, ...])	Cross parameter scatter plot of hyperopt trials.