tigercontrol.experiments.Experiment¶

class tigercontrol.experiments.Experiment[source]¶

Description: Experiment class

__init__()[source]¶: Initialize self. See help(type(self)) for accurate signature.

Methods

`__init__`()	Initialize self.
`add_model`(model_id[, model_params, name])	Description: Add a new model to the experiment instance.
`add_problem`(problem_id[, problem_params, name])	Description: Add a new problem to the experiment instance.
`avg_regret`(loss)
`graph`([problem_ids, metric, avg_regret, …])	Description: Show a graph for the results of the experiments for specified metric.
`help`()	Description: Prints information about this class and its methods.
`initialize`([problems, models, …])	Description: Initializes the experiment instance.
`scoreboard`([metric, n_digits, truncate_ids, …])	Description: Show a scoreboard for the results of the experiments for specified metric.
`to_csv`(table_dict, save_as)	Save to csv file