transform¶

import tensorwaves.data.transform

Implementations of DataTransformer.

class IdentityTransformer(*args, **kwds)[source]¶

__call__(data: Dict[str, ndarray]) → Dict[str, ndarray][source]¶: Call self as a function.

class SympyDataTransformer(functions: Mapping[str, Function])[source]¶

Implementation of a DataTransformer.

property functions: Dict[str, Function]¶: Read-only access to the internal mapping of functions.

__call__(data: Dict[str, ndarray]) → Dict[str, ndarray][source]¶: Transform one DataSample into another DataSample.

classmethod from_sympy(expressions: Dict[Symbol, Expr], backend: str, *, use_cse: bool = True, max_complexity: Optional[int] = None) → SympyDataTransformer[source]¶

TensorWaves