layerganza/lib/activation-function/LeakyRelu.js

A feed-forward neural network with injectable layers, activation functions, and optimizers.

"use strict";
Object.defineProperty(exports, "__esModule", { value: true });
const slopeBelowZero = 0.01;
class LeakyRelu {
    xToY(x) {
        if (x > 0) {
            return x;
        }
        else {
            return slopeBelowZero * x;
        }
    }
    yToSlope(y) {
        if (y > 0) {
            return 1;
        }
        else {
            return slopeBelowZero;
        }
    }
}
exports.default = LeakyRelu;