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pegasos-learning-algorithm

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SaniyaAbushakimova / Machine-Learning-Algorithms-From-Scratch

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Implemented fundamental machine learning and statistical learning algorithms from scratch in Python to gain a deeper understanding of their mechanics. The focus is on building models without relying on built-in ML libraries and exploring the mathematics behind key algorithms. Tech: Python (numpy, pandas, seaborn, matplotlib, scipy, skmisc)

python svm sgd splines knn hmm-viterbi-algorithm lasso-regression gmm-em pegasos-learning-algorithm
  • Updated Feb 25, 2025
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