Woody Zhu's repositories
Spatio-Temporal-Point-Process-Simulator
A Spatio-temporal point process simulator.
Reinforcement-Learning-of-Spatio-Temporal-Point-Processes
A general framework for learning spatio-temporal point processes via reinforcement learning
Learning-Temporal-Point-Processes-via-Reinforcement-Learning
PPG (Point Process Generator) is a Reinforcement Learning framework that is able to produce actions by imitating expert sequences.
Regularized-RBM
A regularized version of RBM for unsupervised feature selection.
Spatio-Temporal-Textual-Point-Processes
A method for event correlation detection based on Spatial-Temporal-Textual point process
Neural-Spectral-Marked-Point-Processes
A novel general non-stationary point process model based on neural networks.
Compressed-Sensing-Delay-Estimation
Proposed to develop a low-communication cost cross-correlation method with the idea of Compressed Sensing
Probabilistic-Matrix-Factorization
An implementation of Probabilistic Matrix Factorization in Amazon Product Reviews.
RNN-RBM-in-Theano
An implementation of RNN-RBM & GBRBM.
Police-Zone-Redistricting
Atlanta police zone redesign via data-driven optimization
Adversarial-Anomaly-Detection-via-LSTM
A LSTM based adversarial learning framework for anomaly detection.
Data-Analaysis-Framework-LeanIOT
A data analysis engine for anomaly detection in LeanIoT
Hypercube-Queueing-Model
A Python implementation of the hypercube queueing model proposed by Richard C. Larson (1974)
Logistics-Analytics
Logistics Analytics and Visualization
Restaurant-Queue-Management-System
A Restaurant Queue Management System which includes an PhoneGap based Android client, a back-end service and a database.
Unsupervised-Learning-in-Tensorflow
A repository for compiling unsupervised learning implementations in tensorflow
Data-Bias-Reduction
A method to preprocess the training data, producing an adjusted dataset that is independent of the group variable with minimum information loss.
Hyperlattice-Queueing-Model
A generalized hypercube queueing model, called Hyperlattice, that captures the dynamics of emergency response operations with overlapping patrol.
my-hadoop-streaming-jobs
It contains all of my hadoop streaming jobs