pegasos-learning-algorithm

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SaniyaAbushakimova / Machine-Learning-Algorithms-From-Scratch

Built core machine learning and statistical models from scratch in Python to deepen understanding of their underlying mathematics, without using high-level ML libraries. Tech: Python (numpy, pandas, seaborn, matplotlib, scipy, skmisc)

python svm sgd splines logistic-regression perceptron knn hmm-viterbi-algorithm softmax lasso-regression gmm-em pegasos-learning-algorithm

Updated Mar 28, 2025
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