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.

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

Simply run the following command to install deepforge with its dependencies:

curl -o- https://raw.githubusercontent.com/dfst/deepforge/master/install.sh | bash

Or, if you already have NodeJS (v6) installed, simply run

npm install -g deepforge

Finally, start deepforge with deepforge startand navigate to http://localhost:8888 to start using DeepForge! For more, detailed instructions, check out the wiki.

Note: running deepforge w/ deepforge start will also require MongoDB to be installed locally.

Also, be sure to check out the other available features of the deepforge cli; it can be used to update, manage your torch installation, uninstall deepforge and run individual components!

Additional Resources

• Intro to DeepForge Slides

• wiki containing overview, installation, configuration and developer information

• Starter Kit containing example pipelines demonstrating various deepforge features

• Examples

• Datamodel Developer Slides

Interested in contributing?

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

• Provide user feedback!
  • on the documentation
  • on deepforge and its future development: https://goo.gl/forms/2pDdCPXoUvkQhVzQ2
• Contribute to the project directly by submitting some PR's!

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

Sponsored by Digital Reasoning