童明's repositories
pylearn2
A Machine Learning library based on Theano
DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
py-optim
Gradient-based optimization algorithms in Python
trueskill
An implementation of the TrueSkill rating system for Python
Skills
A detailed implementation of the TrueSkill algorithm to go along with my "Computing Your Skill" blog post
gensim
Vector Space Modelling for Humans
jieba
结巴中文分词
pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
scikit-learn
scikit-learn: machine learning in Python
scrapy
Scrapy, a fast high-level screen scraping and web crawling framework for Python.
scrapyjs
Scrapy-Javascript integration
leveldb
Clone of http://code.google.com/p/leveldb/
guidetodatamining
http://guidetodatamining.com
mit-ds-course
6.824: Distributed Systems in MIT
dotfiles
My configuration files (.screenrc, .vimrc, .weechat, .bashrc, .gitconfig, etc)
mezzanine
A content management platform built using the Django framework.
climf
collaborative less-is-more filtering
DeepLearning
Deep Learning (Python, C/C++, Java)
rbm-mnist
C++ 11 implementation of Geoff Hinton's Deep Learning matlab code
HallWay
Final Project For CMPT470 in Simon Fraser University
logistic-regression
implement the logistic regression algorithm
Perceptron
implement the perceptron algorithm
Latent-Factor-Models
R functions for fitting latent factor models with internal computation in C/C++
scoreMatching
Score Matching Implementation for ICA
sparseFiltering
Sparse Filtering
Spoon-Knife
This repo is for demonstration purposes only. Comments and issues may or may not be responded to.
Yahoo_LDA
Yahoo!'s topic modelling framework using Latent Dirichlet Allocation
mltk
Python Machine Learning Toolkit