rxmc.transforms.identity#

rxmc.transforms.identity = Transform(identity)#

A numpy-style transform with optional parameters.

Parameters:

fn (callable) – fn(a, *values) -> np.ndarray; when contextual is True, fn(context, a, *values) where context is whatever the owner passes (the Observation for model transforms).
params (sequence of Parameter, optional) – Parameters whose sampled values are passed as *values.
contextual (bool, optional) – Whether fn takes the owner’s context as its first argument.
derivative (callable, optional) – derivative(a, *values) -> np.ndarray, \(\partial fn/\partial a\) elementwise. Used for delta-method error propagation and Jacobians.
inverse (Transform or callable, optional) – The inverse transform (parameter-free transforms only).
name (str, optional) – Human-readable name.