@epfml/discojs NPM | npm.io

3.0.1-p20241028120035.0 • Published 8 months ago

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@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));

@jimp/core @jimp/plugin-resize @msgpack/msgpack @tensorflow/tfjs @xenova/transformers immutable isomorphic-wrtc isomorphic-ws simple-peer tslib ws

@everything-registry/sub-chunk-293 @epfml/discojs-node @epfml/discojs-web @zalastax/nolb-_ep

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