cs189

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appleweiping / cs189-ml

Solutions to UC Berkeley CS189 Introduction to Machine Learning homeworks — Gaussian classification, logistic/softmax regression, decision trees & random forests, a from-scratch neural net, k-means, PCA, and SVM/kernels — with measured accuracies

machine-learning neural-network random-forest numpy pca cs189 csdiy

Updated Jul 9, 2026
Python

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