@epfml/discojs

Decentralized & federated privacy-preserving ML training in TypeScript.

This is the core library of the Disco.js project.

It is platform-agnostic, and has two companions library:

• discojs-node for Node.js
• discojs-web for web browsers

The easiest way to start using it is through the Disco object. Create your own Task or load one from our default_tasks, setup the Dataset you want, and train with it.

import { Disco } from '@epfml/discojs'

const url = ...; // url to a Disco.js server
const dataset = ...;
const task = ...;

const disco = new Disco(task, { url })
for await (const _ of disco.fit(dataset));