Theano-based Deep Learning library (convnets, recurrent neural networks, and more).
Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics.
a-mmml project repo
Toy example of deep reinforcement model playing the game of snake.
Neural Network Based Dependency Parsers
Question-Answering Dataset on Chess Games
A data pipeline framework for machine learning
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
Highly extensible deep learning framework
sparse autoencoder word vectors
convert conll formatted benchmark into embedding parsing
Master repository for CMU Machine Translation (11-731) in Spring 2015
Theano-based implementation of Deep Q-learning
CNNs for sentence classification
Autoencoders in Theano
Comparison of Multilayer Perceptron and Convoulutional Nets on Image Recognition Tasks with Theano
An implementation of a generalized version of the Long Short-Term Memory neural network architecture and algorithm, one of the most powerful supervised machine learning methodologies.
25 Dimensional Word Embeddings for the Shared Task of SPRML 2013
A dependency parser using only word vectors
Implementation of an aggregate Markov model found in a paper by Pereira et al., 1997. Now it can be used to induce POS tags.
Convert Kindle Clippings to Markdown Format for blogging
Unsupervised Part-of-Speech Tagging With Word Embeddings