motionlife

k8s-jhub

UI customization for JupyterHub deployed on Kubernetes

CRFBoostedDNN

Boosting the Performance of Generic Deep Neural Network Frameworks with Log-supermodular CRFs

time-tracking-billing

Employee Time Management Billing and Payroll System.

nnmrf

General Purpose MRF Learning with Neural Network Potentials.

lab2hub

ARFFConverter

Converting a zip file containing spam/ham emails to ARFF(Weka) format

boosting-mnist

Try to use boosting method beat the cutting edge performance in mnist

catchcuda

test cuda samples with catch.cpp

ChowLiuBoosting

Use boosting method in graphical models to improve the classification accuracy rate

pgm-vae

PGM parameter tying using discrete variational auto-encoder

CollaborativeFiltering

Implement the collaborative filtering algorithm described in Section 2.1 of the paper. Data from Netflix.

DecisionTree

Machine Learning Decision Tree Algorithm with Java Implementation

EMAlgorithm

EM algorithm in Gaussian mixture models

gqmap-opticalflow

MAP inference on continuous MRF using Gaussian quadrature method (optical flow experiment)

K-Means

Kmeans algorithm for image compression

LeetCode

LeetCode Solutions

PCA-BOOSTING

Perceptron

Implement the perceptron algorithm using the perceptron training rule

PGM-Edge-Coloring

PGM edge coloring problem from Probalistic graphical models class

tensorflow

An Open Source Machine Learning Framework for Everyone

TextClassification

Naive Bayes and Logistic Regression methods used in Textclassification.

videoslice

break down long video to multiple short vedio with semantic captioning.