@epfml/discojs v3.0.1-p20241028120035.0
@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.jsdiscojs-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));
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