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15
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Math platform for finding gaps in knowledge

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#algebra-precalculus #machine-learning #data-analysis #online-resources
71
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Differentiating Cross Entropy Error in Bishops Machine Learning. Chapter on Neural Networks

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#linear-algebra #multivariable-calculus #vectors #machine-learning
174
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Equation (3.89) seems wrong in Bishop pattern recognition & machine learning book

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#machine-learning
858
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KKT condition of linearly inseparable Support Vector Machine (SVM)

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#convex-optimization #machine-learning #karush-kuhn-tucker
182
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Alternatives to Kruskal-Wallis or one way Anova test for small size samples

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#statistics #machine-learning #hypothesis-testing
265
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Convergence sequence of mean implies convergence in mean / weakly consistence of subsequence of regression function estimates

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#probability #convergence-divergence #machine-learning
94
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Does this calculus argument involving rank-4 tensors make sense?

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#proof-verification #tensors #matrix-calculus #machine-learning
1k
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Mathematical notation for neural network

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#notation #machine-learning #neural-networks
63
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Number of neighbors as a function of dimension

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#graph-theory #euclidean-geometry #machine-learning
4.6k
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What is a good book for math students to learn machine learning in depth?

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#analysis #reference-request #book-recommendation #machine-learning
1.4k
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Implementing gradient descent based on formula

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#linear-algebra #machine-learning #gradient-descent
88
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A heuristic explanation of the Curse of Dimensionality

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#functions #machine-learning
462
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Is minimizing the squared errors optimal?

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#statistics #regression #machine-learning #least-squares #mean-square-error
505
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Simple Logistic Regression - how do I use real data?

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#probability #optimization #machine-learning #least-squares #logistic-regression
87
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why $(t-Gw)'(t-Gw) = t't - 2t'Gw + t'G'Gt$

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#linear-algebra #machine-learning #transpose

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