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LOTpython

Main example for classifying sheared MNIST images is provided as a jupyter notebook "DiscreteLOT/Multireference_MNIST_Classification.ipynb"

Reference: Khurana, V., Kannan, H., Cloninger, A., & Moosmüller, C. (2022). Supervised learning of sheared distributions using linearized optimal transport. arXiv preprint arXiv:2201.10590.

Dataset used: MNIST dataset (Deng, L. (2012). The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine, 29(6), 141–142.)

Dependencies : numpy, scipy, pot (https://pythonot.github.io/), matplotlib, tensorflow, seaborn, scikit-learn

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Supervised learning of sheared distributions using linearized optimal transport

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