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ray-skorch - distributed PyTorch on Ray with sklearn API
Jan. 5, 2022, 6:19 p.m. | /u/Yard1PL
Data Science www.reddit.com
tl;dr: train PyTorch models on large tabular datasets with a scikit-learn (skorch) API
Hi r/datascience,
I'm the principal author of ray-skorch, a library that lets you run distributed PyTorch training on large-scale datasets while providing a familiar, scikit-learn compatible skorch API, integrating well with the rest of the scikit-learn ecosystem.
Under the hood, ray-skorch uses Ray Train for distributed PyTorch training and Ray Data for handling and shuffling large datasets.
ray-skorch works only with tabular data. Currently, …
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