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activation-functions

v2.0.0

Published

Javascript implementation of some activation functions

Downloads

7

Vulnerabilities

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  • 0Medium
  • 0Low

Links

Git

Maintainers

howionhowion

Keywords

machine-learningdeep-learningneural-networkactivation-functionsactivation-function

Readme

activation-functions

GitHub package.json version npm GitHub issues GitHub license

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

License

MIT