David MacKay
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Information Theory, Inference, and Learning Algorithms



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Extra topics I would have liked to include in the book.

  1. Some notes on compression using runlength codes (one page)
    | postscript | pdf |
  2. Randomized algorithms
  3. The Swendsen-Wang algorithm | pdf |
  4. Cycle graphs and random permutations | pdf |
  5. Counting trees (coming soon)
  6. Cuckoo hashes
  7. Bloom filters
  8. Nested sampling
  9. Raptor codes

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