zshwuhan

CWS_GatedRNN

ACL2015_code_Gated Recursive Neural Network for Chinese Word Segmentation

algorithm-learning

cubes

Light-weight Python OLAP framework for multi-dimensional data analysis

svd-recommend

Singular Value Decomposition-like matrix factorization for collaborative filtering [recommender systems]

bosen

Petuum's Bosen project

deanonymization-1

deanonymization

recurrentj

Deep RNNs, LSTM networks and automatic differentiation package in Java

ALE-Atari-Width

Code for Lipovetzky, Ramirez and Geffner paper presented at IJCAI-15

PRMLT

Pattern Recognition and Machine Learning Toolbox

social_recommendation

The repository where I write the codes related to social recommendation.

Same-Size-K-Means-Clustering

This is a variation of the k-means clustering that produces equally sized clusters.

Basic_Mondrian

The raw mondrian is designed for numerical attributes. When comes to categorical attributes, Mondrian needs to transform categorical attributes to numerical ones. This transformations is not good for some applications. In 2006, LeFevre proposed basic Mondrian, which support both categorical and numerical attributes. This repository is an implementation for basic Mondrian.

OPTICS-Automatic-Clustering

automatic hierarchical clustering of OPTICS reachability plots implemented in Python

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

Deep-Semi-NMF

Theano-based implementation of Deep Semi-NMF.

Clustering_based_K_Anon

cluster based generalization for k-anonymity

Mondrian

Implementation of Mondrian Multidimensional K-Anonymity (Mondrian).

SentenceEmbedding

a RNN(Recursive Neural Network)-based model learner to get sentence embeddings

ACCTNetwork

Author Conference Citation Topic Model with Network Regularization

Introduction-of-Algorithms

the source code of introduction of algorithms

rdis

C++ code for the RDIS algorithm from "Recursive Decomposition for Nonconvex Optimization." Friesen and Domingos, IJCAI 2015.

ProjectNet

The Project Net algorithm for learning better word embeddings with Knowledge Graph.

PrefixTreeESpan

A C++ implement of PrefixTreeESpan

SIGMOD2014

ACM SIGMOD 2014 Programming Contest

prefixTreeESpan-1

Mondrian_L_Diversity

Mondrian for L-diveristy. It's not available now.

hgaprec

Algorithms for Bayesian Poisson factorization

clstm

A small C++ implementation of LSTM networks, focused on OCR.

nanoflann

nanoflann: a C++ header-only library for Nearest Neighbor (NN) search wih KD-trees

char-rnn-chinese

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch. Based on code of https://github.com/karpathy/char-rnn. Support Chinese and other things.