ToDict

class bayesflow.adapters.transforms.ToDict

Bases: Transform

Convert non-dict batches (e.g., pandas.DataFrame) to dict batches

classmethod from_config(config: dict, custom_objects=None)

get_config() → dict

forward(data, **kwargs) → dict[str, ndarray]

inverse(data: dict[str, ndarray], **kwargs) → dict[str, ndarray]

__call__(data: dict[str, ndarray], *, inverse: bool = False, **kwargs) → dict[str, ndarray]

Call self as a function.

extra_repr() → str

log_det_jac(data: dict[str, ndarray], log_det_jac: dict[str, ndarray], inverse: bool = False, **kwargs) → dict[str, ndarray]