By: David J.C. MacKay

Information Theory, Inference, and Learning Algorithms

This textbook introduces theory in tandem with applications. Information theory is taught alongside practical communication systems, such as arithmetic coding for data compression and sparse-graph codes for error-correction. A toolbox of inference techniques, including message-passing algorithms, Mo

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Information Theory, Inference, and Learning Algorithms
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