@epfml/discojs NPM | npm.io

3.0.1-p20241028120035.0 • Published 9 months ago

Install

Weekly downloads

-

License

-

Repository

Last release

9 months ago

@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

3.0.1-p20241028120035.0

9 months ago

3.0.1-p20241025115642.0

9 months ago

3.0.1-p20241024094708.0

9 months ago

3.0.1-p20240805093836.0

12 months ago

2.1.2-p20240627125649.0

1 year ago

3.0.1-p20240729092745.0

12 months ago

2.1.2-p20240723160246.0

1 year ago

3.0.1-p20240909093933.0

11 months ago

3.0.1-p20240814084236.0

12 months ago

2.1.2-p20240723143623.0

1 year ago

3.0.1-p20240917095557.0

10 months ago

2.1.2-p20240531085945.0

1 year ago

3.0.1-p20241014092014.0

10 months ago

3.0.1-p20240905093233.0

11 months ago

2.1.2-p20240624145915.0

1 year ago

3.0.1-p20240826092748.0

11 months ago

3.0.1-p20240809121000.0

12 months ago

3.0.1-p20240904094219.0

11 months ago

3.0.1-p20240827151911.0

11 months ago

3.0.1-p20240805093806.0

12 months ago

3.0.1-p20240909094156.0

11 months ago

3.0.1-p20240809121837.0

12 months ago

3.0.1-p20240826092658.0

11 months ago

3.0.1-p20240821133014.0

11 months ago

3.0.1-p20240819161704.0

11 months ago

2.1.2-p20240723160215.0

1 year ago

3.0.1-p20240812135943.0

12 months ago

2.1.2-p20240716154712.0

1 year ago

3.0.1-p20241001093123.0

10 months ago

2.2.2-p20240703101552.0

1 year ago

3.0.1-p20240729093221.0

12 months ago

2.1.2-p20240716125956.0

1 year ago

2.1.2-p20240722093114.0

1 year ago

3.0.1-p20240812140022.0

12 months ago

3.0.1-p20240918112527.0

10 months ago

3.0.1-p20240902092642.0

11 months ago

2.2.1-p20240703095414.0

1 year ago

2.2.1-p20240703093506.0

1 year ago

2.1.2-p20240702170238.0

1 year ago

2.1.2-p20240716124554.0

1 year ago

3.0.1-p20240819161737.0

11 months ago

2.1.2-p20240723160205.0

1 year ago

3.0.1-p20241007204240.0

10 months ago

3.0.1-p20240923091821.0

10 months ago

2.1.2-p20240716123159.0

1 year ago

3.0.1-p20240909094111.0

11 months ago

3.0.1-p20240725194326.0

1 year ago

2.1.2-p20240724132346.0

1 year ago

2.1.2-p20240724084623.0

1 year ago

3.0.1-p20240812142858.0

12 months ago

2.1.2-p20240716123228.0

1 year ago

1 year ago

1 year ago

2.1.2-p20240528164510.0

1 year ago

2.1.2-p20240717102015.0

1 year ago

2.1.2-p20240718132634.0

1 year ago

3.0.1-p20240902162912.0

11 months ago

3.0.1-p20240917095639.0

10 months ago

1 year ago

3.0.1-p20240902100041.0

11 months ago

3.0.1-p20240805130603.0

12 months ago

3.0.1-p20240814093952.0

12 months ago

3.0.1-p20240923092451.0

10 months ago

3.0.1-p20240917100630.0

10 months ago

2.1.2-p20240711152039.0

1 year ago

3.0.1-p20240729090040.0

12 months ago

2.1.2-p20240617070831.0

1 year ago

2.1.2-p20240617140649.0

1 year ago

2.1.2-p20240716123104.0

1 year ago

2.1.2-p20240723160606.0

1 year ago

3.0.1-p20240809121820.0

12 months ago

3.0.1-p20240930092614.0

10 months ago

3.0.1-p20240917100557.0

10 months ago

3.0.1-p20240805093912.0

12 months ago

2.1.2-p20240723160018.0

1 year ago

3.0.1-p20240805093740.0

12 months ago

2.1.2-p20240723160120.0

1 year ago

2.1.2-p20240716124635.0

1 year ago

3.0.1-p20240902094132.0

11 months ago

3.0.1-p20240724133427.0

1 year ago

2.1.2-p20240715105437.0

1 year ago

3.0.1-p20240725201453.0

1 year ago

3.0.1-p20240923124832.0

10 months ago

2.1.2-p20240716122428.0

1 year ago

2.2.1-p20240703094858.0

1 year ago

3.0.1-p20240820135253.0

11 months ago

2.1.2-p20240603114517.0

1 year ago

3.0.1-p20240822103944.0

11 months ago

3.0.1-p20240729092622.0

12 months ago

3.0.1-p20240724161055.0

1 year ago

3.0.1-p20240729090047.0

12 months ago

2.1.2-p20240515132210.0

1 year ago

2.1.2-p20240515133413.0

1 year ago

2.1.2-p20240515132636.0

1 year ago

2.1.2-p20240513140724.0

1 year ago

2.1.2-p20240507091906.0

1 year ago

2.1.2-p20240507140056.0

1 year ago

2.1.2-p20240507122913.0

1 year ago

2.1.2-p20240507130225.0

1 year ago

2.1.2-p20240507132051.0

1 year ago

2.1.2-p20240507115208.0

1 year ago

2.1.2-p20240507134309.0

1 year ago

2.1.2-p20240507135008.0

1 year ago

2.1.2-p20240507115813.0

1 year ago

2.1.2-p20240507090414.0

1 year ago

2.1.2-p20240506094459.0

1 year ago

2.1.2-p20240506090729.0

1 year ago

2.1.2-p20240506101845.0

1 year ago

2.1.2-p20240506132611.0

1 year ago

2.1.2-p20240506101249.0

1 year ago

2.1.2-p20240506102753.0

1 year ago

2.1.2-p20240506132410.0

1 year ago

2.1.2-p20240506130138.0

1 year ago

2.1.2-p20240506085559.0

1 year ago

2.1.2-p20240506085037.0

1 year ago

2.1.2-p20240506090448.0

1 year ago

2.1.2-p20240506100037.0

1 year ago

2.1.2-p20240506115424.0

1 year ago

2.1.2-p20240506094232.0

1 year ago

2.1.2-p20240506133120.0

1 year ago

3 years ago

3 years ago

3 years ago

3 years ago

3 years ago

3 years ago