Collection of Problems in Probability Theory
L. D. Meshalkin
计算理论导引
Michael Sipser
Hyperparameter Optimization in Machine Learning
Luca Franceschi
Algorithms for Convex Optimization
Nisheeth K. Vishnoi
Introduction to Linear Algebra 5th Edition
Gilbert Strang
Machine Learning, Second Edition: A Probabilistic Perspective
Kevin P. Murphy
编程珠玑
Jon Bentley
Introduction to the Theory of Computation (Third Edition): Ji ...
Mathematical Thinking: Problem-Solving and Proofs 2nd Edition
John P. D'Angelo & Douglas Brent West
Pattern Recognition and Machine Learning
Christopher M. Bishop
深入理解计算机系统
Randal E. Bryant
Recommender Systems: The Textbook
Charu C. Aggarwal
Computer Systems: A Programmer's Perspective Plus Masteringengineering ...
Randal E. Bryant & David R. O'Hallaron
Matrix Computations
Gene Howard Golub & Charles F. van Loan
Computer Vision: Models, Learning, and Inference
Simon J. D. Prince
算法
Robert Sedgewick & Kevin Wayne
C++ Primer Plus
Stephen Prata
Introduction to Algorithms, Third Edition
Thomas H. Cormen & Charles E. Leiserson & Ronald L. Rivest & Clifford Stein
计算机网络: 自顶向下方法
James F. Kurose & Keith W. Ross
Algorithm Design
Jon Kleinberg & Éva Tardos
算法设计
Jon Kleinberg
算法导论
Thomas H. Cormen
编译原理
Alfred V. Aho
Computers and Intractability: A Guide to the Theory of NP-completeness
Michael R. Garey & David S. Johnson
Pen and Paper Exercises in Machine Learning
Michael U. Gutmann
Pattern Recognition and Machine Learning: Solutions to Exercises ...
Markus Svensén & Christopher M. Bishop
Effective C++：改善程序与设计的55个具体做法
Scott Meyers
More Effective C++：35个改善编程与设计的有效方法