Algebra and Computation
Lecture notes and Cheat Sheet for Course: Algebra and Computation, which is a course offered to Freshman students at Yao Class.
Algebra
Machine Learning Series: 3.Unsupervised Learning(II)
This is the third article in the Machine Learning Series. It covers the second part of unsupervised learning, including topics like Clustering, Spectral Graph Clustering, SimCLR, SNE and t-SNE.
Machine Learning Series: 2.Unsupervised Learning(I)
This is the second article in the Machine Learning Series. It covers the first part of unsupervised learning, including topics like Dimension Reduction, PCA, k-NN, LSH and Metric Learning.