Electromagnetic Wave Theory
Jin Au Kong
Pen and Paper Exercises in Machine Learning
Michael U. Gutmann
Numerical Optimization
Jorge Nocedal & Stephen J. Wright
Springer Series in Operations Research (1)
Learning Theory From First Principles
Francis Bach
Everything You Always Wanted To Know About Mathematics
Brendan W. Sullivan
Introduction to Linear Algebra 5th Edition
Gilbert Strang
Calculus
The Matrix Cookbook
Kaare Brandt Petersen & Michael Syskind Pedersen
Collection of Problems in Probability Theory
L. D. Meshalkin
Proofs and Refutations: The Logic of Mathematical Discovery
Imre Lakatos
Probabilistic Graphical Models: Principles and Techniques
Daphne Koller & Nir Friedman
Matrix Computations
Gene Howard Golub & Charles F. van Loan
矩阵计算
Gene H. Golub & Charles F. van Loan
A First Course in Mathematical Modeling
Frank R. Giordano & Maurice D. Weir & William P. Fox
Reading, Writing, and Proving: A Closer Look at Mathematics
Ulrich Daepp & Pamela Gorkin
Mathematical Thinking: Problem-Solving and Proofs 2nd Edition
John P. D'Angelo & Douglas Brent West
Proofs: A Long-Form Mathematics Textbook
Jay Cummings
Matrix Calculus (for Machine Learning and Beyond)
Alan Edelman, Steven G. Johnson