shawntan

libgpuarray

Library to manipulate tensors on the GPU.

ift6266

IFT 6266 Deep Learning class project.

higgs-boson

Kaggle Higgs-boson

neural-turing-machines

Attempt at implementing system described in "Neural Turing Machines." by Graves, Alex, Greg Wayne, and Ivo Danihelka. (http://arxiv.org/abs/1410.5401)

neural-transducers

An attempt at implementing ideas in "Learning to Transduce with Unbounded Memory" (http://arxiv.org/abs/1506.02516)

variational-autoencoders

Variational Autoencoders

keras-convautoencoder

Keras autoencoders (convolutional/fcc) [proof of concept]

theano-ctc

CTC implementation in Theano.

presentations

Presentation sources.

nips2015_vrnn

codegolf-nov-15

neural-qa

Attempt at using neural networks for the bAbI project (https://research.facebook.com/researchers/1543934539189348)

symboljs

Symbol.js is a library that aims to let you define mathematical expressions symbolically, and evaluating them later by substituting the parameters with values.

ruby

The Ruby Programming Language

theano-gmm

Testing out GMM expectation maximisation

viz-speech

Tools for visualisation of neural networks for speech recognition.

rnn-experiment

Experiments with Recurrent Neural Nets

billion-word-imputation

Billion Word Imputation Kaggle Challenge.

wtfsg-theme

Theme for wtf.sg

PriceMatch

Sample app to use with Semantics3 API

theano-examples

Examples written in Theano used for the blog.

bookmarklet-toolkit

Some code that might help with developing complex bookmarklets for web apps

march-madness-2014

ExpediaPersonalizedSortCompetition

Transformation and benchmark code for Expedia's Personalized Sort Kaggle Competition

autojack

word2vec-string-alignment

word2vec

python-dbn

Learning about RBMs and DBNs

kaggle-facebook-keyword-extract

quora-codesprint-2013

Code used for Quora CodeSprint

semantics3-haskell

Haskell library bindings for the Semantics3 APIs