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Information Theory in Computer Vision and Pattern Recognition

Principles of Computerized Tomographic Imaging (e-Book)

The Language of Genes (Linguistics in Molecular Bio) - PDF

The logic of Biological Networks - Jehashua Bruck (Caltech)

Wiki for on-line prediction

LaTeX based chat

Myths of Reinforcement Learning (Satinder Baveja)

PASCAL Bootcamp in Machine Learning

Convex Optimization & Euclidean Distance Geometry by Jon Dattaro (e-book)

Chandrayaan-1 X-ray Spectrometer Success : Better understanding of Lunar surface

Books for ML people which are not books about ML

BBC weekly podcasts | More or Less

Netflix Prize Movie Similarity Visualization

H-D Non-Linear Variable Selection through Hierarchical Kernel Learning

Geometry of the restricted Boltzmann machine

Advice to a Beginning Graduate Student - Manuel Blum (CMU)

Graphical Models, Exponential Families, and Variational Inference (Tutorial)

Machine Learning Classifier Gallery (Tom Fawcett)

Gaussian Processes for Machine Learning (Free ebook)

List of Machine Learning Software

Random Walks and Electric Networks [pdf]

An Introduction to Computational Learning Theory - Vazirani and Kearns

Reinforcement Learning: An Introduction (e-Book)