Zhibo Xiao's repositories
big-data-tutorial
Big Data Tutorial
cv
CV, typesetted in Helvetica Neue, using XeTeX, TikZ and Biblatex
d3-cloud
Create word clouds in JavaScript.
echarts
Enterprise Charts
ipythonblocks
Practice Python with colored grids in the IPython Notebook
jieba
结巴中文分词
KeyBench
Keyphrase Extraction Benchmark
lyman
An ecosystem for analysis of neuroimaging data in Python
maximum-awesome
Config files for vim and tmux.
Mining-the-Social-Web-2nd-Edition
The official online compendium for Mining the Social Web, 2nd Edition (O'Reilly, 2013)
mltk
MLTK -- the Machine Learning Toolkit -- is a suite of C++ open source modules of Machine Learning.
pyFM
Factorization machines in python
PyLDA
A Latent Dirichlet Allocation implementation in Python. Learning of LDA is based on Variational Inference.
pymag-trees
Code from the article "Drawing Good-looking Trees" in Python Magazine
pystruct
Simple structured learning framework for python
Python-for-Signal-Processing
Notebooks for "Python for Signal Processing" book
reverb
Web-Scale Open Information Extraction
scientific-python-lectures
Lectures on scientific computing with python, as IPython notebooks.
sklearn_pycon2013
Files for my scikit-learn tutorial at PyCon 2013
SparsityBoost
http://cs.nyu.edu/~dsontag/papers/BrennerSontag_uai13.pdf
spearmint
Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012
WikinewsKeyphraseCorpus
A corpus built for the evaluation of automatic keyphrase extraction systems.
wikiprep-esa
ESA implementation using Wikiprep output
Word2VecExample
An example application using Word2Vec. Given a list of words, it finds the one which isn't 'like' the others - a typical language understanding evaluation task.
word_cloud
A little word cloud generator in Python
ZIA
ZIA Code Repository