from abc import ABC from coati.experience_maker import Experience class Callback(ABC): """ Base callback class. It defines the interface for callbacks. """ def on_fit_start(self) -> None: pass def on_fit_end(self) -> None: pass def on_episode_start(self, episode: int) -> None: pass def on_episode_end(self, episode: int) -> None: pass def on_make_experience_start(self) -> None: pass def on_make_experience_end(self, experience: Experience) -> None: pass def on_learn_epoch_start(self, epoch: int) -> None: pass def on_learn_epoch_end(self, epoch: int) -> None: pass def on_learn_batch_start(self) -> None: pass def on_learn_batch_end(self, metrics: dict, experience: Experience) -> None: pass