A Python package which provides tools to convert files to and from IDX format (described at http://yann.lecun.com/exdb/mnist/) into numpy.ndarray.
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Updated
Oct 9, 2020 - Python
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idx-format
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A dense network on MNIST and Fashion-MNIST, with a constructive proof that fully-connected layers are exactly invariant to pixel permutation — the concrete reason convolution exists. Forward pass in the standard library, 76 tests.
python deep-learning ml mnist neural-networks mlp backpropagation from-scratch softmax fashion-mnist idx-format permutation-invariance
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Updated
Sep 21, 2026 - Python
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