Shichao Pei's repositories
cnn-text-classification-tf
Convolutional Neural Network for Text Classification in Tensorflow
CNN_sentence
CNNs for sentence classification
CS-180
UCLA CS 180
dataset-examples
Samples for users of the Yelp Academic Dataset
DeepST
Deep Learning for Spatio-Temporal Data
deepwalk
DeepWalk - Deep Learning for Graphs
FoursqTweets
For people who check in on FourSquare at a particular place, are there any common interests (e.g. The type of users they are following on Twitter) between them? Can I find some patterns and characteristics for a place?
GeoLifeReader
Java 7 code for reading the GeoLife GPS Trajectories dataset
hermes
Recommender System Framework
iclr2017
Doc2VecC from the paper "Efficient Vector Representation for Documents through Corruption"
keras-neural-tensor-layer
Neural Tensor Network Implementation as a keras layer
lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
LINE
This is an implementation of LINE(Large-scale information network embedding) algorithm.
matlab_dictionary_learning
matlab implementation of online dictionary learning with example driver code
multi-class-text-classification-cnn
Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
snli-entailment
attention model for entailment on SNLI corpus implemented in Tensorflow and Keras
social-rank-model
social-rank-model
textClassifier
Text classifier for Hierarchical Attention Networks for Document Classification
TrackToTrip
GPS Track processing library
traminer
A Java library for preprocessing, managing and mining spatial trajectory data
TriDNR
Tri-Party Deep Network Representation
XX-Net
a web proxy tool