Notice: DeepForge is still a work in progress and is also lacking significant documentation! That being said, any contributions and/or feedback is greatly appreciated (and feel free to always ask any questions on the gitter)!

DeepForge

DeepForge is an open-source visual development environment for deep learning. Currently, it supports Convolutional Neural Networks, RNNs and LSTMs as well as the creation of custom layers. Additional features include:

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

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

Next, start deepforge with deepforge start!

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

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!

Interested in contributing?

Contributions are welcome! Either fork the project and submit some PR's or shoot me an email about getting more involved!

Sponsored by Digital Reasoning