derivative_noiser

Defines multiple classes for applying noise to a derivative.

class DerivNoiser(*args, **kwargs)

Bases: Protocol[KineticParameterType]

A DerivNoiser is a Noiser, that noises a derivative function.

abstract noisify(deriv: Callable[[float, list[float], dict[str, KineticParameterType]], tuple[float, ...]], max_t: float) → Callable[[float, list[float], dict[str, KineticParameterType]], tuple[float, ...]]

Noises the derivative.

Parameters:

• deriv – The derivative function, that needs to be noised.

• max_t – Adds noise up to this timestep.