API

Interpreter is used to fit Decision tree policy to Neural networks policy.

Main class

interpreter.Interpreter(oracle, learner, env)	A class to interpret a neural net policy using a decision tree policy.
interpreter.policies.ObliqueDTPolicy(clf, env)	Oblique Decision Tree Policy class.

Main functions

interpreter.interpreter.Interpreter.fit(...)	Train the decision tree policy using data generated by the oracle.
interpreter.policies.ObliqueDTPolicy.get_oblique_data(S)	Generate oblique data by creating pairwise differences between observations.