Watch the intro video
Gradient° is a full suite of tools for exploring data, training neural networks, and building production-grade machine learning pipelines. Gradient° includes 1-click jupyter notebooks, a powerful job runner, and a python module to run any code with full power of GPU cloud infrastructure.
These interactive coding environments let you combine code with equations, visualizations, rich text, and other media.
They make it easy to explore data and coding concepts, collaborate with other people on projects, and easily get a coding environment provisioned in seconds.
With the Gradient° job runner you work on your local machine and submit "jobs" to the cloud to be processed. It only takes a few lines of code to start running on Gradient. Note, if you don't already have a free Paperspace account you can easily create one here.
A Gradient° job consists of:
First you need to install the Paperspace Command Line Interface (CLI).
Next, login through the CLI and download the sample project which runs style transfer on a video.
Now, run the paperspace jobs command to submit this code to Gradient° . Check the documentation to learn more about this command.
Bring the cloud to you with our powerful CLI and native Python integrations. Integrate any existing project with just a few lines of code.
Gradient° is a powerful cloud IDE for modern Machine Learning, AI, and data science. Built on best practices and a commitment to performance, Gradient° helps you develop better and faster.
Move your ML pipeline in to the future with modern, reproducible, and deterministic processes. Everything is tagged with a UUID, and native support for containers lets you control every part of the pipeline. Remove unnecessary complexity to accelerate your development.
If you don't already have a free Paperspace account, go ahead and create one first. Once you have done that, you will need to download the Paperspace python module. It is compatible with Python 2 and 3.
Import the package to your main python file
Run your code with the paperspace.run() command in your python file.
Gradient° runs on the Paperspace cloud which means you get the best prices for GPUs in the industry. Easily scale up or down as your needs change.
For hobbyists, explorers, and adventurous learners
For ML/AI developers, researchers, and professional users
Production-grade tools for ML/AI companies and teams.