Shawn Tan (@shawntan)
github

shawntan

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Top repositories

1

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)
Jupyter Notebook
464
star
2

scattermoe

Triton-based implementation of Sparse Mixture of Experts.
Python
170
star
3

python-crf

Python implementation of linear-chain conditional random fields.
Python
101
star
4

theano_toolkit

Collection of useful, re-used routines.
Python
45
star
5

theano-ctc

CTC implementation in Theano.
Python
42
star
6

icentia-ecg

Working on Icentia ECG data.
Jupyter Notebook
35
star
7

minicraft-android

Android port of minicraft
Java
34
star
8

rnn-experiment

Experiments with Recurrent Neural Nets
Python
26
star
9

SUT

Repository for Sparse Universal Transformers
Python
17
star
10

chicken-rice-nn

Miscellaneous code for doing NLP with Theano
Python
13
star
11

neural-transducers

An attempt at implementing ideas in "Learning to Transduce with Unbounded Memory" (http://arxiv.org/abs/1506.02516)
Python
11
star
12

python-dbn

Learning about RBMs and DBNs
Python
10
star
13

theano-kaldi

Bunch of scripts for working with Kaldi.
Python
9
star
14

variational-autoencoders

Variational Autoencoders
Python
8
star
15

quora-codesprint-2013

Code used for Quora CodeSprint
Python
8
star
16

neural-qa

Attempt at using neural networks for the bAbI project (https://research.facebook.com/researchers/1543934539189348)
Python
8
star
17

stack-binary-recursive-nn

Parallelised implementation of Recursive Neural Networks for binary trees in PyTorch
Python
5
star
18

viz-speech

Tools for visualisation of neural networks for speech recognition.
Python
5
star
19

march-madness-2014

Python
5
star
20

lspi-tetris-agent

Tetris Agent coded using the LSPI reinforcement learning algorithm
Java
4
star
21

stick-breaking-vae

Infinite MIxture Models with VAEs
Python
3
star
22

rtdp

Code for the paper titled "Recursive Top-Down Production for Sentence Generation with Latent Trees"
PLSQL
3
star
23

latex

LaTeX classes, snippets...
2
star
24

mm-crawl

Markov Models for Focused Web Crawling
Python
2
star
25

schoolwork

Python
2
star
26

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.
JavaScript
2
star
27

autojack

JavaScript
1
star
28

ift6266

IFT 6266 Deep Learning class project.
Python
1
star
29

higgs-boson

Kaggle Higgs-boson
Python
1
star
30

learn-perl

Simple crawler using perl
Perl
1
star
31

presentations

Presentation sources.
Jupyter Notebook
1
star
32

billion-word-imputation

Billion Word Imputation Kaggle Challenge.
Python
1
star
33

theano-gmm

Testing out GMM expectation maximisation
Python
1
star
34

word2vec-string-alignment

word2vec
Python
1
star