Probabilistic Graphical Models: Principles and Techniques
Daphne Koller & Nir Friedman
Measurement
Paul Lockhart
Learning Theory From First Principles
Francis Bach
Bayesian Data Analysis
Andrew Gelman
Linear Algebra Done Right, 4th edition
Sheldon Axler, 吴俊达, 何阳
The Matrix Cookbook
Kaare Brandt Petersen & Michael Syskind Pedersen
矩阵计算
Gene H. Golub & Charles F. van Loan
Matrix Computations
Gene Howard Golub & Charles F. van Loan
Differential Equations and Linear Algebra, 4th Edition
Stephen W. Goode & Scott A. Annin
Introduction to Linear Algebra 5th Edition
Gilbert Strang