activation-functions
v2.0.0
Published
Javascript implementation of some activation functions
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activation-functions
Installation
From NPM
$ npm install activation-functions
Available Functions
// x is always considered to be in radians
.Identity(x)
.Inverse(x)
.BinaryStep(x)
.Bipolar(x)
.Logistic(x) | .Sigmoid(x) | .SoftStep(x)
.BipolarSigmoid(x)
.Tanh(x)
.HardTanh(x)
.ArcTan(x)
.ElliotSig(x) | .SoftSign(x)
.Erf(x)
.Sinc(x)
.Sinusoid(x)
.Gaussian(x)
.ISRU(x, a)
.ReLU(x)
.GELU(x)
.PReLU(x, a)
.ELU(x, a)
.SELU(x)
.SoftPlus(x)
.Mish(x)
.SQNL(x)
.BentIdentity(x)
.SiLU(x) | .Swish1(x)
Mish: Official Repsoitory