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Peter Williams's Projects

pgm_class icon pgm_class

Programming exercises for Stanford Probabilistic Graphical Models class

pop icon pop

Poppler clone with some debug info.

repeated_sequences icon repeated_sequences

Find longest sequence that is repeated specified numbers of times in a set of documents

repeats icon repeats

Find longest substring that is repeated specified number of times in a set of documents

smac icon smac

Statistical mechanics course notes

stats icon stats

Miscellaneous statistics, ML, etc

summerschool2015 icon summerschool2015

Slides and exercises for the Deep Learning Summer School 2015 programming tutorials

tensorlm icon tensorlm

📝 Wrapper library for text generation / language models at char and word level with RNN in TensorFlow [char-lm, word-lm, char-rnn-tensorflow, word-rnn-tensorflow]

theano-tutorials icon theano-tutorials

Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.

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