ml-basic/dist/types/lib/network.d.ts

Lightweight, zero dependency, machine learning library

import { Layers } from "../layers";
import Layer from "../layers/layer";
import Optimizer, { HyperParameters } from "../optimizers/optimizer";
import { LossFunction } from "./functions";
import Matrix from "./matrix";
export default class Network {
    type: string;
    layers: Layer[];
    lossFunction: LossFunction;
    constructor(layers: Layers[], optimizer: Optimizer, lossFunction: LossFunction);
    propagate(input: Matrix, disableDropout?: boolean): Matrix[];
    backPropagate(input: Matrix, target: Matrix): number;
    configure(options: HyperParameters): void;
}