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The best mathematics textbooks, according to hackers

20 mathematics textbooks were recommended on Hacker News between November 2025 and November 2026. We rank them by how many separate people recommend each one. None of them earns the Hacker Approved badge yet.

All 20 mathematics textbooks, ranked

Select a column heading to sort. Approval share is recommenders out of everyone who gave an opinion; the tick on each bar marks the 2 to 1 line the badge needs. Months counts the months, out of 13, in which someone recommended it.

Mathematics textbooks ranked by the number of people who recommend them
Rank
1Algorithms for Optimizationby Kochenderfer and Wheeler10191%1——
2Mathematics for Computer Scienceby Lehman, Leighton and Meyer8467%1——
Tied 3Numerical Recipesby Press et al.7188%5——
Tied 3Concrete Mathematicsby Graham, Knuth and Patashnik70100%4——
Tied 3Start Doing Graph Theoryby Sam Burns7188%1——
6Visual Complex Analysisby Tristan Needham50100%4——
Tied 7Analysis Iby Terence Tao40100%4——
Tied 7Conceptual Mathematicsby Lawvere and Schanuel40100%3——
Tied 7Nonlinear Dynamics and Chaosby Steven Strogatz40100%3——
Tied 7Visual Differential Geometry and Formsby Tristan Needham40100%2——
Tied 7Homotopy Type Theoryby the Univalent Foundations Program40100%2——
Tied 7Immersive Linear Algebraby Ximena Fernández4180%1——
Tied 7Knots Knotesby Justin Roberts40100%1——
Tied 14Category Theory Illustrated3175%3——
Tied 14Principles of Mathematical Analysisby Walter Rudin3260%3——
Tied 14How to Think About Analysisby Lara Alcock30100%2——
Tied 14A Primer of Infinitesimal Analysisby John L. Bell30100%2——
Tied 14Treesby Jean-Pierre Serre30100%2——
Tied 14Abel's Theorem in Problems and Solutionsby V.B. Alekseev30100%2——
20Visual Group Theoryby Nathan Carter20100%2——

How we rank

Rank is the number of separate people who recommend a product in a Hacker News comment over the past year. Someone who praises the same mathematics textbook in five threads counts once.

The badge goes to mathematics textbooks that at least 10 people recommend, with recommenders outnumbering critics at least 2 to 1, recommended in at least 4 of the 13 months.

Rankings are never for sale. We may earn a commission when you buy through our links. It never changes the order.