Justin Solomon
Broschiertes Buch

Numerical Algorithms

Methods for Computer Vision, Machine Learning, and Graphics

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Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics presents a new approach to numerical analysis for modern computer scientists. Using examples from a broad base of computational tasks, including data processing, computational photography, and animation, the textbook introduces numerical modeling and algorithmic design from a practical standpoint and provides insight into the theoretical tools needed to support these skills.The book covers a wide range of topics-from numerical linear algebra to optimization and differential equations-focusing on real-world motiva...