nnutils library

Functions

derivative(Matrix activation(Matrix)) → Matrix Function(Matrix)

finds the derivative function

exponential(Matrix matrix) → Matrix

exponential of a matrix

leakyDeriv(Matrix matrix) → Matrix

derivative of a leaky relu matrix

leakyRelu(Matrix matrix) → Matrix

leaky relu of a matrix

linear(Matrix matrix) → Matrix

linear of a matrix

linearDeriv(Matrix matrix) → Matrix

derivative of a linear matrix

oneHot(int value, int size) → Matrix

one hot encoding of a matrix

relu(Matrix matrix) → Matrix

relu of a matrix

reluDeriv(Matrix matrix) → Matrix

derivative of a relu matrix

sigmoid(Matrix matrix) → Matrix

sigmoid of a matrix

sigmoidDeriv(Matrix matrix) → Matrix

derivative of a sigmoid matrix

softmax(Matrix matrix) → Matrix

Softmax of a matrix

softmaxDeriv(Matrix matrix) → Matrix

derivative of a tanh matrix

tanH(Matrix matrix) → Matrix

tanh of a matrix

tanHDeriv(Matrix matrix) → Matrix

derivative of a tanh matrix