/Algorithm-Books

"Algorithms are not arbiters of objective truth and fairness simply because they're math."― Zoe Quinn

  1. The Design and Analysis of Parallel Algorithms
    Selim G. Akl

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  2. Computational and Algorithmic Linear Algebra and n-Dimensional Geometry
    Katta G. Murty

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  3. Algorithms Unlocked
    Thomas H. Cormen

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  4. Machine Learning Models and Algorithms for Big Data Classification
    Shan Suthaharan

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  5. Algorithms and Data Structures
    N. Wirth

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  6. Algorithm Design
    Jon Kleinberg

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  7. The Master Algorithm - How the Quest for the Ultimate Learning Machine Will Remake Our World
    Pedro Domingos

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  8. Algorithmic Graph Theory
    David Joyner

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  9. Algorithmics: Theory and Practice
    Gilles Brassard

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  10. Algorithms for Data Science
    Brian Steele

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  11. Algorithms For Dummies
    Luca Massaron

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  12. Algorithms in C
    Robert Sedgewick

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  13. Algorithms in a nutshell
    George T. Heineman

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  14. Algorithms For Interviews
    Adnan Aziz

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  15. Algorithmic Mathematics
    Leonard Soicher

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  16. An Introduction to Genetic Algorithms for Scientists and Engineers
    David Coley

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  17. The Design of Approximation Algorithms
    David Shmoys

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  18. Annotated Algorithms In Python With Applications In Physics, Biology, and Finance
    Massimo di Pierro

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  19. Planning Algorithms
    Steven M. LaValle

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  20. Clever Algorithms
    Jason Brownlee

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  21. Introduction to Algorithms
    Thomas H. Cormen

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  22. Combinatorial Algorithms for Computers and Calculators
    Albert Nijenhuis

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  23. Algorithms to Live By: The Computer Science of Human Decisions
    Tom Griffiths

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  24. Data Mining Algorithms: Explained Using R
    Pawel Cichosz

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  25. Data Structures And Algorithms Made Easy
    Narasimha Karumanchi

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  26. Data Structures and Algorithms in Java
    Robert Lafore

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  27. Data Structures & Problem Solving Using Java
    mark allen weiss

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  28. Data Structures and Algorithms with JavaScript
    Michael McMillan

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  29. Genetic Algorithms
    Prem Junsawang

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  30. Fast Fourier Transform: Algorithms and Applications
    K.R. Rao

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  31. Fundamentals of Computer Algorithms
    Ellis Horowitz

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  32. Analysis of Algorithms: An Active Learning Approach
    Jeffrey J. McConnell

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  33. Graph Algorithms in Bioinformatics

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  34. Algorithms: Greedy Algorithms
    Amotz Bar-Noy

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  35. Grokking Algorithms: An illustrated guide for programmers and other curious people
    Aditya Y. Bhargava

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  36. Handbook of Scheduling: Algorithms, Models, and Performance Analysis
    Joseph Y-T. Leung

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  37. Computer Algorithms
    Sartaj Sahni

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  38. How to Think About Algorithms
    Jeff Edmonds

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  39. Introduction to Algorithms: A Creative Approach
    Udi Manber

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  40. Introduction to Evolutionary Algorithms
    Mitsuo Gen

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  41. Introduction to Genetic Algorithms
    S.N.Sivanandam

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  42. Introduction to the Design and Analysis of Algorithms
    Anany Levitin

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  43. Knapsack Problems: Algorithms and Computer Implementations
    Silvano Martello

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  44. Machine Learning: An Algorithmic Perspective
    Stephen Marsland

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  45. Mastering Algorithms with C
    Kyle Loudon

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  46. Memory Management: Algorithms and Implementation in C / C++
    Bill Blunden

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  47. Network Routing: Algorithms, Protocols, and Architectures
    Deepankar Medhi

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  48. Neural Networks: Algorithms, Applications, and Programming Techniques
    James A. Freeman

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  49. Numerical Algorithms
    Justin Solomon

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  50. Algorithms and Parallel Computing
    Fayez Gebali

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  51. Pearls of Functional Algorithm Design
    Richard S. Bird

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  52. Problems on Algorithms
    Ian Parberry

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  53. Practical Genetic Algorithms
    Sue Ellen Haupt

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  54. Problem Solving with Algorithms and Data Structures
    Brad Miller

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  55. Randomized Algorithms
    Rajeev Motwani

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  56. Representations for Genetic and Evolutionary Algorithms
    Franz Rothlauf

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  57. The Algorithm Design Manual
    Steven S. Skiena

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  58. Sams Teach Yourself Data Structures and Algorithms in 24 Hours
    Robert Lafore

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  59. The Design and Analysis of Computer Algorithms
    Alfred Aho

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  60. Art of Computer Programming: Volume 1: Fundamental Algorithms
    Donald Knuth

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  61. Understanding Machine Learning: From Theory to Algorithms
    Shai Shalev-Shwartz

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  62. Algorithms and Data Structures for External Memory
    Jeffrey Scott Vitter

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  63. Algorithms Illuminated Part 1: The Basics
    Tim Roughgarden

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  64. Introduction to the Theory of Computation
    Michael Sipser

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  65. The Little Schemer
    Matthias Felleisen

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  66. Decision Making in Medicine: An Algorithmic Approach
    Stuart B. Mushlin MD

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  67. Python Algorithms: Mastering Basic Algorithms in the Python Language
    Magnus Lie Hetland

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  68. Learning Algorithms Through Programming and Puzzle Solving
    Alexander S. Kulikov

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  69. Foundations of Algorithms
    Richard E. Neapolitan

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  70. Think Data Structures: Algorithms and Information Retrieval in Java
    Allen B. Downey

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