Stop Fighting with Kubernetes! Scale Python with Coiled

Coiled is a lightweight cloud compute platform that lets Python data pros forget about Docker and Kubernetes. With a single decorator or line of code, you can scale your local scripts to hundreds or thousands of machines, all while sticking to pandas, NumPy, scikit-learn, PyTorch and your favorite IDE (Jupyter, VSCode, PyCharm).

You only pay for what you use—machines spin up when your job starts and shut down as soon as it’s done—and Coiled automatically syncs your local packages, credentials and files so you never wrestle with environment.yml or Docker builds again.

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