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 www.ethanepperly.com
Big Ideas in Applied Math: Markov Chains - Ethan N. Epperly
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Rethinking SGD's noise - Machine Learning Research Blog
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When do we lose correlations under Markovian evolution? | EPH
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Backpropagation From Scratch-Marcos Pereira
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| In this post we summarize the math behind deep learning and implement a simple network that achieves 85% accuracy classifying digits from the MNIST dataset.