TL;DR
Coiled is a lightweight cloud compute platform made for Python data engineers and scientists that banishes Docker and Kubernetes headaches. With a single decorator or one extra line of code, you can scale your local scripts to thousands of machines in the cloud without changing how you write code.
It plays nicely with pandas, NumPy, scikit-learn, PyTorch and your favorite IDE (Jupyter, VS Code, PyCharm). Machines spin up only when you need them and shut down immediately after—so you pay only for actual compute time. Plus, your local packages, credentials and even files are automatically synced to the cloud.
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