ostatslib.agents.agent#

Open Stats Agent abstract module

Classes

Agent()

Open Stats Agent abstract class

analyze(data: ~pandas.core.frame.DataFrame, initial_state: ~ostatslib.states.state.State = <ostatslib.states.state.State object>) → AnalysisResult[source]#

Analyzes a dataset

Parameters:

data (DataFrame) – dataset
initial_state (State, optional) – initial state. Defaults to State()

Returns:

analysis result

Return type:

AnalysisResult

abstract save(path: str) → None[source]#

Saves agent prediction model

Parameters:: path (str) – path to file

abstract train(steps: int = 100000) → None[source]#

Trains an agent

Parameters:: steps (int, optional) – Maximum number of steps during training. Defaults to 100e3.