torchact.functional

torchact.functional.ab_relu

Implementation of Average-Biased Rectified Linear Unit.

torchact.functional.elu

Implementation of Exponential Linear Unit.

torchact.functional.leaky_relu

Implementation of LeakyReLU.

torchact.functional.log_sigmoid

Implementation of Log(Sigmoid).

torchact.functional.log_softmax

Implementation of Log(Softmax(x)).

torchact.functional.relu

Implementation of Rectified Linear Unit.

torchact.functional.sigmoid

Implementation of Sigmoid.

torchact.functional.sinlu

Implementation of Sinu-Sigmoidal Linear Unit

torchact.functional.softmax

Implementation of Softmax.

torchact.functional.step

Implementation of binary step activation.

torchact.nn

torchact.nn.ABReLU

Implementation of Average-Biased Rectified Linear Unit https://arxiv.org/abs/1804.02051

torchact.nn.ELU

Implementation of Exponential Linear Unit.

torchact.nn.LeakyReLU

Implementation of LeakyReLU.

torchact.nn.LogSigmoid

Implementation of Log(Sigmoid).

torchact.nn.LogSoftmax

Implementation of Log(Softmax(x)).

torchact.nn.ReLU

Implementation of Rectified Linear Unit.

torchact.nn.Sigmoid

Implementation of Sigmoid.

torchact.nn.SinLU

Implementation of Sinu-Sigmoidal Linear Unit https://doi.org/10.3390/math10030337

torchact.nn.Softmax

Implementation of Softmax.

torchact.nn.Step

Implementation of binary step activation.