Giter Club home page Giter Club logo

co-teaching's Introduction

EECS 600 Final Project: Co-teaching Improvements

This repository contains a commandline program for training co-teaching models ((link to paper)[https://papers.nips.cc/paper/8072-co-teaching-robust-training-of-deep-neural-networks-with-extremely-noisy-labels])

File Descriptions

  • data.py contains method to obtain specific dataset.
  • model.py contains different neural network models.
  • trainer.py contains generic trainers for managing the training processes
  • task.py the command-line program entry-point that accepts multiple arguments and invokes the training procedures defined in the aforementioned files

Run on Google Cloud

gcloud ai-platform jobs submit training <job name> --package-path cot --module-name cot.task --region us-east1 --python-version 3.5 --runtime-version 1.14 --job-dir gs://<your-bucket-name> --scale-tier BASIC_GPU

co-teaching's People

Contributors

mestrace avatar yiyueqian avatar hxitech avatar

Watchers

James Cloos avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.