NeuralNetwork | /src/core/api/network.ts | netsaur@0.2.4

Powerful machine learning, accelerated by WebGPU

interface NeuralNetwork

import { type NeuralNetwork } from "https://deno.land/x/netsaur@0.2.4/src/core/api/network.ts";

Base Neural Network Structure. All Neural Networks should implement this.

Properties

backend: Backend

train(

datasets: DataSet[],

epochs?: number,

rate?: number,

): void

Train the Neural Network with the given datasets. The number of epochs (default 1000) and the learning rate (default 0.1).

predict(data: Tensor<Rank>): Promise<Tensor<Rank>>

Use the network to make predictions on the given data.

save(str: string): void

Save model to binary file