GitHub - webdataset/webdataset: A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
WebDataset format files are tar files, with two conventions: within each tar file, files that belong together and make up a training sample share the same basename when stripped of all filename extensions the shards of a tar file are numbered like something-000000.tar to something-012345.tar, usually specified using brace notation something-{000000..012345}.tar You can find a longer, more detailed
Top 20 Python Machine Learning Open Source Projects - KDnuggets
Top 20 Python Machine Learning Open Source Projects We examine top Python Machine learning open source projects on Github, both in terms of contributors and commits, and identify most popular and most active ones. We analyze Top 20 Python Machine learning projects on GitHub and find that scikit-Learn, PyLearn2 and NuPic are the most actively contributed projects. Explore these popular projects on
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PyClustering library
GitHub - edublancas/ml-testing: 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects
GitHub - omry/omegaconf: Flexible Python configuration system. The last one you will ever need.
GitHub - google/ml_collections: ML Collections is a library of Python Collections designed for ML use cases.
GitHub - awslabs/gluonts at v0.7.6
