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Machine learning

Tác giả: Tom M Mitchell

Contents: 1. Introduction; 2. Concept learning and the general-to-specific ordering; 3. Decision tree learning; 4. Artificial neural networks; 5. Evaluating hypotheses; 6. Bayesian learning; 7. Computational learning theory; 8. Instance-based learning; 9. Genetic algorithms; 10. Learning sets of ...

Object-oriented programming using C++: 2nd edition

Tác giả: Joyce Farrell

Object-Oriented Programming Using C++, 2nd Edition will expand on early topics, giving extensive coverage to variable declaration and types and the three basic programming structures. This provides the option to learn introductory topics at varying speeds depending on the desired pace of the ...

Computer simulation and computer algebra : lectures for beginners : 2nd ed.

Tác giả: D. Stauffer, F. W. Hehl, V. Winkelmann, J. G. Zabolitzky

Computer Simulation and Computer Algebra. Starting from simple examples in classical mechanics, these introductory lectures proceed to simulations in statistical physics (using FORTRAN) and then explain in detail the use of computer algebra (by means of Reduce). This third edition takes into ...

Computer algorithms

Tác giả: Baase, Sara

Contents: Data structures and mathematical background; Analyzing algorithms: Principles and examples; Sorrting; Graphs and digraphs; String matching; Polynomials and matrices; Transitive closure, boolean matries, and equivalence relations.

Data structures and algorithms for game developers

Tác giả: Allen Sherrod

This book provides programmers with a detailed reference to what data structures and algorithms are, and why they are so critical in game development. It teaches new game programmers, students, and aspiring game developers how to create data structures and write algorithms using C++. All key ...