reservoirpy.activationsfunc.get_function

reservoirpy.activationsfunc.get_function(name: Callable | str) → Callable

Return an activation function from name.

Parameters:

name (str, Callable) – Name of the activation function. Can be one of {‘softmax’, ‘softplus’, ‘sigmoid’, ‘tanh’, ‘identity’, ‘relu’} or their respective short names {‘smax’, ‘sp’, ‘sig’, ‘id’, ‘re’}. If name is a Callable, simply returns name.

Returns:

An activation function.

Return type:

callable