Mathematical Thinking: Problem-Solving and Proofs 2nd Edition
John P. D'Angelo & Douglas Brent West
矩阵计算
Charles F. van Loan & Gene H. Golub
Filtering and System Identification: A Least Squares Approach
Michel Verhaegen & Vincent Verdult
Pattern Recognition and Machine Learning: Solutions to Exercises ...
Christopher M. Bishop & Markus Svensén
Proof and the Art of Mathematics: Examples and Extensions
Joel David Hamkins
Probabilistic Graphical Models: Principles and Techniques
Daphne Koller & Nir Friedman
Multi-Agent Reinforcement Learning: Foundations and Modern Approaches
Stefano V. Albrecht & Filippos Christianos & Lukas Schäfer
Machine Learning, Second Edition: A Probabilistic Perspective
Kevin P. Murphy
Learning Theory From First Principles
Francis Bach
Introduction to Algorithms, Third Edition
Thomas H. Cormen & Charles E. Leiserson & Ronald L. Rivest & Clifford Stein