zshwuhan's repositories
PatternExtraction
Prefixspan C++ implementation
Algorithm-II
Solution code for Algorithms on Coursera by Kevin Wayne, Robert Sedgewick from Princeton University
BreakoutDetection
Breakout Detection via Robust E-Statistics
Chain
Generating a chain of events from various data sources.
clickmodels
ClickModels is a small set of Python scripts for the user click models initially developed at Yandex. A Click Model is a probabilistic graphical model used to predict search engine click data from past observations. This project is aimed to deal with click models used in Information Retrieval (see next README.md) and intended to be easy-to-read and easy-to-modify. If it's not, please let me know how to improve it :)
DifferentialPrivacy
Differential privacy protection based on Diffle-Hellman Key Exchange and AES256.
emf
Word Embedding Revisted: Explicit Matrix Factorization
Event-Detection-and-Clustering-for-Twitter
My Bachelor's Thesis Project Code
fmge
Implementation of the Fuzzy Multilevel Graph Embedding Algorithm
google-play-app-review-analysis
Topic detection and sentiment analysis of Google Play app reviews
Graph-Multi-NMF-Feature-Clustering
Feature Extraction via Multi-view Non-negative Matrix Factorization with Local Graph Regularization.
HetePathMine
A Transductive Classification Method on Heterogeneous Information Network
HoeffdingTree
Incremental classification and regression tree learning algorithm.
HotTopicPrediction
C++ code. The program is used to predict latent hot topic on the Social Network based on propagation models
hypervivaldi
Embedding Networks Using Hyperbolic Vivaldi Algorithm
mlr
Manifold Learning for Regression - IJCAI 2015 AI in Space
nmflib
nonnegative matrix factorization and some variants in numpy
npb_phenotyping
Bayesian Nonparametric Tensor Factorization for Phenotyping
opinion-mining-system
新闻评论观点挖掘系统，粗粒度的分析出新闻网评观点的倾向和走势
pose-aligned-deep-networks
Pose Aligned Networks for Deep Attribute Modeling matlab code used for the publication here: http://arxiv.org/abs/1311.5591
PredictiveClusteringTrees
Raw implementation of PCT algorithm. For more details on algorithm please refer to Blockeel H., Raedt L., Ramon J., "Top-down induction of clustering trees", in ICML, 1998.
pylearn-parsimony_history
Sparse and Structured Machine Learning in Python
resume-moderncv
使用modercv简历类来制作简历（受一个华科学长启发）
spatial-collision-datastructures
Benchmark of various spatial data structures (Sort and Sweep, Uniform Grid, Hierarchical Grid, Octree, Loose Octree, Kd-Tree) for collision detection.
streamDM-Cpp
stream Machine Learning in C++
streamhist
Streaming approximate histograms with Python.
vsmrfs
Vector-Space Markov Random Fields