tigerforecast.experiments.Experiment¶

class tigerforecast.experiments.Experiment[source]¶

Description: Streamlines the process of performing experiments and comparing results of methods across a range of problems.

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

Methods

`__init__`()	Initialize self.
`add_all_method_variants`(method_id[, …])
`add_method`(method_id[, method_params, …])	Description: Add a new method 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.
`initialize`([problems, methods, …])	Description: Initializes the experiment instance.
`scoreboard`([metric, start_time, n_digits, …])	Description: Show a scoreboard for the results of the experiments for specified metric.
`to_csv`(table_dict, save_as)	Save to csv file