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The Design and Analysis of Parallel Algorithms
Selim G. Akl

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

Algorithms Unlocked
Thomas H. Cormen

Machine Learning Models and Algorithms for Big Data Classification
Shan Suthaharan

Algorithms and Data Structures
N. Wirth

Algorithm Design
Jon Kleinberg

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

Algorithmic Graph Theory
David Joyner

Algorithmics: Theory and Practice
Gilles Brassard

Algorithms for Data Science
Brian Steele

Algorithms For Dummies
Luca Massaron

Algorithms in C
Robert Sedgewick

Algorithms in a nutshell
George T. Heineman

Algorithms For Interviews
Adnan Aziz

Algorithmic Mathematics
Leonard Soicher

An Introduction to Genetic Algorithms for Scientists and Engineers
David Coley

The Design of Approximation Algorithms
David Shmoys

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

Planning Algorithms
Steven M. LaValle

Clever Algorithms
Jason Brownlee

Introduction to Algorithms
Thomas H. Cormen

Combinatorial Algorithms for Computers and Calculators
Albert Nijenhuis

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

Data Mining Algorithms: Explained Using R
Pawel Cichosz

Data Structures And Algorithms Made Easy
Narasimha Karumanchi

Data Structures and Algorithms in Java
Robert Lafore

Data Structures & Problem Solving Using Java
mark allen weiss

Data Structures and Algorithms with JavaScript
Michael McMillan

Genetic Algorithms
Prem Junsawang

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

Fundamentals of Computer Algorithms
Ellis Horowitz

Fundamentals of Algorithmics
Gilles Brassard

Graph Algorithms in Bioinformatics

Algorithms: Greedy Algorithms
Amotz Bar-Noy

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

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

Computer Algorithms
Sartaj Sahni

How to Think About Algorithms
Jeff Edmonds

Introduction to Algorithms: A Creative Approach
Udi Manber

Introduction to Evolutionary Algorithms
Mitsuo Gen

Introduction to Genetic Algorithms
S.N.Sivanandam

Introduction to the Design and Analysis of Algorithms
Anany Levitin

Knapsack Problems: Algorithms and Computer Implementations
Silvano Martello

Machine Learning: An Algorithmic Perspective
Stephen Marsland

Mastering Algorithms with C
Kyle Loudon

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

Network Routing: Algorithms, Protocols, and Architectures
Deepankar Medhi

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

Numerical Algorithms
Justin Solomon

Algorithms and Parallel Computing
Fayez Gebali

Pearls of Functional Algorithm Design
Richard S. Bird

Problems on Algorithms
Ian Parberry

Practical Genetic Algorithms
Sue Ellen Haupt

Problem Solving with Algorithms and Data Structures
Brad Miller

Randomized Algorithms
Rajeev Motwani

Representations for Genetic and Evolutionary Algorithms
Franz Rothlauf

The Algorithm Design Manual
Steven S. Skiena

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

The Design and Analysis of Computer Algorithms
Alfred Aho

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

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

Algorithms and Data Structures for External Memory
Jeffrey Scott Vitter

Algorithms Illuminated Part 1: The Basics
Tim Roughgarden

Introduction to the Theory of Computation
Michael Sipser

The Little Schemer
Matthias Felleisen