Notes

Coding, Algorithm

• Useful Python Tools.

• Summery of CLRS and all Useful Algorithms.

• Machine Learning CheatSheet.

Math, Statistics, Game Theory

• Lecture notes for Optimization Theory, Convex Analysis, and Game Theory.

• Notes on Banach Spaces, Hahn-Banach Theory, Sion's Theory, Game Theory, Learning in Games, and Applications in statistics.

• Notes on M-estimators, Generalized Method of Moments, Reproducing Kernel Hilbert Spaces, Kernel Methods, and Optimal Recovery Games.