pyepo.twostage.autosklearnpred

Two-stage model with auto-sklearn predictor

Attributes

_HAS_AUTO

Functions

autoSklearnPred(optmodel, seed, timelimit[, metric])

Two-stage prediction and optimization with auto-sklearn.

Module Contents

pyepo.twostage.autosklearnpred._HAS_AUTO = True

pyepo.twostage.autosklearnpred.autoSklearnPred(optmodel, seed, timelimit, metric='mse')

Two-stage prediction and optimization with auto-sklearn.

Parameters:

optmodel (optModel) – optimization model

Returns:

Auto-sklearn multi-output regression model

Return type:

AutoSklearnRegressor