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‎ann_class/extra_reading.txt

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The Chain Rule of Calculus
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http://tutorial.math.lamar.edu/Classes/CalcI/ChainRule.aspx
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Yes you should understand backprop by Andrej Karpathy
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https://medium.com/@karpathy/yes-you-should-understand-backprop-e2f06eab496b
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The Matrix Cookbook
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https://www.math.uwaterloo.ca/~hwolkowi/matrixcookbook.pdf

‎hmm_class/extra_reading.txt

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A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition
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https://www.ece.ucsb.edu/Faculty/Rabiner/ece259/Reprints/tutorial%20on%20hmm%20and%20applications.pdf
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Some Mathematics for HMM by Dawei Shen
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https://pdfs.semanticscholar.org/4ce1/9ab0e07da9aa10be1c336400c8e4d8fc36c5.pdf
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A Revealing Introduction to Hidden Markov Models
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https://www.cs.sjsu.edu/~stamp/RUA/HMM.pdf

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