Xiaoyi Li's repositories
deal_hunter
scrapy crawler
DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
DeepLearnToolbox
Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.
dirichlet-process
Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)
dota2py
Python tools for Dota 2
DPMM
Dirichlet process mixture model code in Matlab. Sampling and variational.
epibayes
(Rudimentary) tools for epidemiological modeling w/Bayesian stats
link-prediction
Solution to Facebook's link prediction contest on Kaggle.
myCrawler
test crawler
ngram-builder
Python module for creating n-grams from a chunk of text.
pyarxiv
A work in progress...
pylearn2
A Machine Learning library based on Theano
Python-ELM
Extreme Learning Machine implementation in Python
RBM-DP-Experiment
Simplistic RBM and DP
scikit-learn
scikit-learn: machine learning in Python
theano_optimize
Theano implementation of different optimization algorithms
translational-DBN
A variation on Deep Belief Networks that allows labels to be used in pretraining. The application is tracing tongue surface contours from ultrasound images
vdpgm_stack
Provides ROS Interface to Kenichi Kurihara's matlab code for Variational Dirichlet Process Gaussian Mixture Models
vose-alias-python
Implementation of Vose's Alias algorithm in python
w3lib
Python library of web-related functions