IAN LOAM

This is my personal library. This is here to show you what I am interested in and some things I have read in the past.

Still organizing, will eventually provide link for each book with ISBN and version…

1. Mathematics

Calculus: Stewart Calculus, Spivak Calculus
Linear Algebra: Strang Linear Algebra
Discrete Math: Concrete Mathematics Knuth, Generatingfunctionology, A Walk Through Combinatorics Bonas, Zuckerman An Introduction to the Theory of Numbers, Introduction To Probability Bertsekas Tsitsikli

Abstract Linear Algebra: Axler Linear Algebra Done Right, Roman Advanced Linear Algebra
Abstract Algebra: Gallian Contemporary Abstract Algebra, Dummit and Foote Abstract Algebra
Real Analysis: Tao Analysis 1, Tao Analysis 2, Rudin Principles of Mathematical Analysis
Complex Analysis: Stein and Shakarchi Complex Analysis, Needham Visual Complex Analysis
Topology: Munkres Topology, Gamelin Introduction to Topology
Category Theory: Leinster Basic Category Theory, Category Theory in Context
Algebraic Geometry: Fulton Algebraic Curves, MAT4210 Algebraic Geometry I (Ellingsurd-Ottem)
Algebraic Topology: Armstrong Basic Topology

Programming: SICP, K&R, Haskell Programming: from first principles
Data Structures: Data Structures and Algorithms in C++, Berkeley CS61B
Computer Architecture: Computer Organization and Design RISC-V Edition, O’Hallaron, Bryant - Computer Systems: A Programmers Perspective
Languages and Compilers: Pierce, Benjamin - Types and Programming Languages, Crafting Interpreters, Compilers: Principles, Techniques, and Tools
Cryptography: Katz, Jonathan and Lindell, Yehuda - Introduction to Modern Cryptography, Goldreich, Oded - Foundations of Cryptography (Volumes I and II)

Algorithms: Skiena The Algorithm Design Manual, Algorithms by S. Dasgupta, C.H. Papadimitriou, and U.V. Vazirani
Machine Learning: Deep Learning: Foundations and Concepts Bishop
Computability and Information Theory: Sipser, Michael - Introduction to the Theory of Computation, Cover and Thomas - Elements of Information Theory
Complexity Theory: Arora, Sanjeev and Barak, Boaz - Computational Complexity: A Modern Approach, Ming Li and Paul Vitányi - An Introduction to Kolmogorov Complexity and Its Applications
Quantum Computing: Quantum Computation and Quantum Information Nielsen and Chuang
Deep Learning: Deep Learning Ian Goodfellow