David MacKay
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Environment and Energy 
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Information Theory 
·Textbook 
·Gallager codes & MN codes 
·Theory of Sparse Graph codes 
·Regular Gallager codes 
·Irregular Gallager codes 
·Turbo codes  
·Insertions and deletions 
·Quantum Codes 
·Cryptanalysis and Coding 
·Discussion documents 
·More Message-Passing 
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Probabilistic Data Modelling 
·PhD thesis 
·Bayes for neural networks 
·ICA & Latent Variable Models 
·Bayes FAQ 
·Bayesian computations 
·Monte Carlo methods 
·Variational methods 
·Gaussian processes 
·Language, Proteins, Density nets 
·Images, Radar, Neuroscience 
·Materials science 
·Decision theory, Fair Elections 
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Human-computer Interfaces 
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Computational Neuroscience 
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Evolution and Molecular Biology  
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Miscellaneous work 
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Errata 
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Software and Files 
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Recommendations 
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Any Problems? 


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David's Publications

What you can find here

This website includes Sustainable Energy - without the hot air

Information Theory, Inference, and Learning Algorithms
My papers and software are mirrored in North America.

Master site, UK | Mirror in Canada | Mirror in USA (under construction)

  • Most of these files are ".ps.gz", i.e. postscript files (.ps) compressed with gzip (.gz).
  • Since Mon 15/7/02, I have tried to provide PDF alternatives to all postscript files.
  • Since Sun 20/10/02, DJVU alternatives are also provided.
  • If you don't have gunzip on your machine, you can find gunzip executables for various systems here; the msdos executable is also here. Some users report that gsview32 is useful for viewing the ps.gz files.
    Further links about gzip and gunzip: gzip.org, gzip.html.
    Some users of windows machines find that if they download a ps.gz file by http then it does not unzip and display, but if they download it by ftp, it works fine. To convert an http URL to an ftp URL, please use the following pair as an example:

    ftp://www.inference.phy.cam.ac.uk/pub/www/mng10/GP/gpros.ps.gz
    http://www.inference.phy.cam.ac.uk/mng10/GP/gpros.ps.gz

    djvu files are provided for some papers. [Download djView]

The Inference Group is supported by the Gatsby Foundation
and by a partnership award from IBM Zurich Research Laboratory
David J.C. MacKay
Site last modified Sat Mar 1 15:11:50 GMT 2014

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