A modern development environment for deep learning
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README.md

Release State License Build Status Join the chat at https://gitter.im/deepforge-dev/deepforge Stories in Ready

Using DeepForge? Let us know what you think!

DeepForge

DeepForge is an open-source visual development environment for deep learning providing end-to-end support for creating deep learning models. This is achieved through providing the ability to design architectures, create training pipelines, and then execute these pipelines over a cluster. Using a notebook-esque api, users can get real-time feedback about the status of any of their executions including compare them side-by-side in real-time.

overview

Additional features include:

  • Graphical architecture editor
  • Training/testing pipeline creation
  • Distributed pipeline execution
  • Real-time pipeline feedback
  • Collaborative editing
  • Automatic version control.
  • Facilitates defining custom layers

Quick Start

The easiest way to start deepforge is using docker-compose. Using docker-compose, deepforge can be started with

wget https://raw.githubusercontent.com/deepforge-dev/deepforge/master/docker-compose.yml
docker-compose up

Finally, navigate to http://localhost:8888 to start using DeepForge! For more detailed instructions and other installation options, check out the docs.

Additional Resources

Interested in contributing?

Contributions are welcome! There are a couple different ways to contribute to DeepForge:

If you have any questions, check out the wiki or drop me a line on the gitter!

Sponsored by Digital Reasoning