Brian Broll
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
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
-
wiki containing overview, installation, configuration and developer information
-
Starter Kit containing example pipelines demonstrating various deepforge features
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