ml-basic/dist/types/layers/layer.d.ts

Lightweight, zero dependency, machine learning library

import { Activator } from "../lib/functions";
import Matrix from "../lib/matrix";
import Optimizer from "../optimizers/optimizer";
export default abstract class Layer {
    type: string;
    abstract name: string;
    input: [number, number];
    output: [number, number];
    activation: Activator;
    optimizer: Optimizer;
    constructor(input: [number, number], output: [number, number], activation: Activator);
    abstract propagate(input: Matrix): Matrix;
    abstract backPropagate(input: Matrix, output: Matrix, loss: Matrix): Matrix;
}