Stop wrestling with Docker and Kubernetes—Coiled is a lightweight cloud compute platform that lets you scale your Python data workloads with a single decorator or line of code. Suddenly, your local scripts can run on hundreds or thousands of machines without any extra infrastructure management, while still feeling just like your favorite local setup.
Best of all, Coiled plugs right into pandas, NumPy, scikit-learn, PyTorch, Jupyter, VS Code, or PyCharm and spins machines up and down on demand so you only pay for what you use. Even your packages, credentials, and local files sync automatically—no more Docker builds or environment.yml headaches.
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