The logistic function

The logistic function maps the real line (from minus infinity to plus infinity) to the range zero to one in a monotonically increasing manner. It is the same as a scaled and offset hyperbolic tangent hence at minus infinity it is approximately exponential growth but diverges from that rapidly as it approximates exponential decay. The inverse function is the logit.

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