Rubbrband

Training machine learning models is broken. There's hundreds of great machine learning models on GitHub, but they're not taken advantage of because they're hard to train. You have to spend days setting up your conda environment, install drivers, and maybe even wait for a GPU to be available on your server rack. Even after all of that, you have to sift through hundreds of checkpoints in a shell to find the best one.

So, we want to fix this. Rubbrband is a web app that simply takes a GitHub repo and your data, and trains a model for you. We'll handle all of the tedious setup, and give you a beautiful interface to view your model's progress and results.

We think that machine learning models can be 100x more useful than they are now, primarily by making them easier to use for new use cases. We're building Rubbrband to make that happen.