Decoding the Universe: How the New Science of Information Is

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Language: English

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Representation and manipulation of pictorial data. The aim of this book is to present and describe in detail the algorithms to extract the knowledge hidden inside data using Python language. On a larger scale and going toward materials design (materials genomics): How can one generate the necessary and sufficient data to use ML approaches to infer the important collective variables (materials genes, scaling relations, etc.)? These include parallel algorithms, randomized algorithms, geometric algorithms, low level techniques for efficient programming, cryptography, and cryptographic protocols.

Pages: 304

Publisher: Penguin Books; Reprint edition (January 30, 2007)

ISBN: 0143038397

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