@fedml/spider

Collaborative Learning from Scattered Data on Browser

Usage

• Install it with any node module manager

  # npm
  npm install @fedml/spider -S
  # yarn
  yarn add @fedml/spider -S
  # pnpm
  pnpm install @fedml/spider -S

• Import fedml_train function to start train

  // in your js or ts code
  import { fedml_train } from '@fedml/spider'

• Basic api

  type DataLoader = (
    args: any,
    client_id: any,
    trainBatchSize: number,
    testBatchSize: number
  ) => Promise<{
    trainData: any
    trainDataLabel: any
    testData: any
    testDataLabel: any
  }>
  
  interface Options {
    customDataLoader?: DataLoader
  }
  
  function fedml_train(
    run_args: any,
    client_id: string | number,
    options?: Options
  ): Promise<void>

Develop

• npm install
• npm run dev