2.6 KiB
2.6 KiB
expit
Compute the standard logistic function.
The standard logistic function, also called the expit function, inverse logit, or sigmoid function, is defined as the logistic function with parameters (k = 1
, x0 = 0
, L = 1
).
Usage
var expit = require( '@stdlib/math/base/special/expit' );
expit( x )
Computes the standard logistic function.
var v = expit( 0.0 );
// returns ~0.5
v = expit( 1.0 );
// returns ~0.731
v = expit( -1.0 );
// returns ~0.269
v = expit( Infinity );
// returns 1.0
v = expit( NaN );
// returns NaN
Examples
var randu = require( '@stdlib/random/base/randu' );
var expit = require( '@stdlib/math/base/special/expit' );
var x;
var i;
for ( i = 0; i < 100; i++ ) {
x = randu();
console.log( 'expit(%d) = %d', x, expit( x ) );
}