Module activate

this module is dedicated to activation function This module implements various activation functions for neural networks.

Traits

• Heavyside
• LinearActivation
• Sigmoid
• Softmax
• ReLU
• Tanh

Re-exports

pub use super::Activate;

pub use super::ActivateGradient;

Traits

Activate

The Activate trait enables the definition of new activation functions often implemented as fieldless structs.

ActivateExt

This trait extends the [Activate] trait with a number of additional activation functions and their derivatives. Note: this trait is automatically implemented for any type that implements the [Activate] trait eliminating the need to implement it manually.

ActivateGradient

ActivateMut

A trait for establishing a common mechanism to activate entities in-place.

Heavyside

LinearActivation

NdActivateMut

ReLU

Sigmoid

Softmax

SoftmaxAxis

Tanh