Scaling Stack

Numpy/Scipy

Resources

• Small Big Data: Using Numpy and Pandas when your data doesn’t fit - Itamar Turner-Trauring - (PyCon 2020)

Numba

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Dask

Resources

• Dask - Youtube Page | Matthew Playlist

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Rapids

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JAX

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Vaex

Examples

• Train 1 Billion Samples with Vaex and Scikit-Learn