Blohm Lab Wiki

A list of useful resources on the web.

General Math

• Matrix cookbook

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Machine learning books

• Tom Mitchell's book
• Smola & Vishwanathan's book
• Daume's book
• Murphy's book
• Shalev-Shwartz & Ben-David's book
• Nilsson's book
• Harrington's book

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Statistics

• Rice University online Stats book
• Markov Chain Monte Carlo in practice - book

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How to do science

• Konrad's paper writing 101
• PLoS CB - 10 simple rules collection: a must read for everyone!