Collaborate in real-time on notebooks. See others' changes, selections, and cursors. Ideal for pair-programming, tutoring, and troubleshooting with your teammates.
Stop wasting hours or days troubleshooting your workstation and dealing with GPU drivers or asking someone to do it for you. Fresh environments with Docker images that just work. Focus on what matters.
Regular notebooks lose computation results when there is a disconnection, which often happens in long-running training jobs. You can schedule your notebooks on your own clusters, and get the output.
Run your notebook servers and your long-running notebooks on your own Kubernetes clusters on Google, Amazon, Microsoft, and Digital Ocean. We'll even shut them down for you if they're doing nothing.
We automatically track your models, experiments, parameters, and metrics for you. Deploy your model and get an endpoint to invoke it or upload data directly to its page and get inference results.
Get a live dashboard and watch how your models behave. Get to the bottom of issues before clients call you.
Pull your model image anywhere, start a container, and start making predictions.
Use your S3 buckets just like a disk.