tigercontrol.experiments.load_prob_model_to_result¶
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tigercontrol.experiments.
load_prob_model_to_result
(problem_ids=['ARMA-v0', 'Crypto-v0', 'SP500-v0'], model_ids=['LastValue', 'AutoRegressor', 'RNN', 'LSTM'], problem_to_models=None, metrics='mse')[source]¶ Description: Initializes the experiment instance.
Parameters: - problem_ids (list) – ids of problems to evaluate on
- model_ids (list) – ids of models to use
- problem_to_models (dict) – map of the form problem_id -> list of model_id. If None, then we assume that the user wants to test every model in model_to_params against every problem in problem_to_params
- metrics – metrics to load