Magic API¶

Phil magic module.

class phil.magic.ECT(config: ECTConfig)[source]¶

Bases: Magic

configure(**kwargs)[source]¶

generate(X: List[ndarray]) → List[ndarray][source]¶

class phil.magic.ECTConfig(*, num_thetas: int, radius: float, resolution: int, scale: int, normalize: bool = True, seed: int = 0)[source]¶

Bases: BaseModel

model_config: ClassVar[ConfigDict] = {}¶: Configuration for the model, should be a dictionary conforming to [ConfigDict][pydantic.config.ConfigDict].

normalize: bool¶

num_thetas: int¶

radius: float¶

resolution: int¶

scale: int¶

seed: int¶

class phil.magic.Magic(config: BaseModel)[source]¶

Bases: ABC

abstractmethod generate(data: List[ndarray]) → List[ndarray][source]¶