Maths behind machine learning and some implementations from scratch.
logistic-regression
gradient-descent
softmax-regression
maximum-likelihood-estimation
cross-entropy
taylor-expansion
cross-entropy-loss
log-odds
ratio-odds
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Updated
Jul 30, 2022 - Jupyter Notebook