ml-basic/dist/types/layers/fully-connected.d.ts

Lightweight, zero dependency, machine learning library

import { Activator } from "../lib/functions";
import Matrix from "../lib/matrix";
import Layer from "./layer";
export type FullyConnectedParams = {
    input: number | [number, number];
    output: number;
    /**
     * @default {@link Sigmoid}
     */
    activation?: Activator;
};
export default class FullyConnectedLayer extends Layer {
    name: string;
    weights: Matrix;
    bias: Matrix;
    constructor({ input, output, activation }: FullyConnectedParams);
    propagate(input: Matrix): Matrix;
    backPropagate(input: Matrix, output: Matrix, loss: Matrix): Matrix;
}