add Rectified Linear Unit (ReLU)
add leaky Rectified Linear Unit (leaky ReLU)
redo documentation
add vignette
add tanh derivative
initial release
implement logistic and Gompertz
implement inverses (logit and inverse Gompertz)
implement SoftMax
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