Information theory, inference and learning algorithms
➤ Gửi thông báo lỗi ⚠️ Báo cáo tài liệu vi phạmNội dung chi tiết: Information theory, inference and learning algorithms
Information theory, inference and learning algorithms
Information Theory, Inference, and Learning AlgorithmsDavid J.c. MacKayị CAMBRIDGE9 UNIVERSITY PRESSInformation Theory,Inference,and Learning Algorith Information theory, inference and learning algorithms hmsDavid J.c. MacKaymackayômrao.cam.ac.uk©1995. 1996. 1997, 1998, 1999. 2000, 2001, 2002, 2003Version 6.0 (as published) Juno 26. 2003Please send feedback on this book via http:z/www.inference.phy.cam.ac.uk/mackay/itila/This book will be published by C.Ư.P. in September 2003. It will remain viewable Information theory, inference and learning algorithms on-screen on the above website, in postscript, djvu, and pdf formats.(C.u.p. replace tilts page with thetr own page tỉ.)www.pdfgrlp.comContentsPrefacInformation theory, inference and learning algorithms
e ...................................................... V1Introduction to Information Theory ........................... 32Probability. Entropy, and Information Theory, Inference, and Learning AlgorithmsDavid J.c. MacKayị CAMBRIDGE9 UNIVERSITY PRESSInformation Theory,Inference,and Learning Algorith Information theory, inference and learning algorithms ................... 654The Source Coding Theorem ................................... 675Symbol Codes ................................................ 916Stream Codes................................................ 1107Codes for Integers ......................................... 132IINolsy-Channel Co Information theory, inference and learning algorithms ding............................................ 1378Correlated Random Variables................................. 1389Communication over a Noisy ChannInformation theory, inference and learning algorithms
el ......................... 14610The Noisy-Channcl Coding Theorem............................ 16211Error-Correcting Codes and Real Channels .........Information Theory, Inference, and Learning AlgorithmsDavid J.c. MacKayị CAMBRIDGE9 UNIVERSITY PRESSInformation Theory,Inference,and Learning Algorith Information theory, inference and learning algorithms 313Binary Codes ............................................... 20614Very Good Linear Codes Exist ............................... 22915Farther Exercises on Information Theory .................... 23316Message Passing ............................................ 241 Information theory, inference and learning algorithms Information Theory, Inference, and Learning AlgorithmsDavid J.c. MacKayị CAMBRIDGE9 UNIVERSITY PRESSInformation Theory,Inference,and Learning AlgorithGọi ngay
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