zhongyuk's repositories
CleanData_PeerAssProject
The run_analysis.R script uses a machine learning dataset collected from the accelerometers from the Samsung Galaxy S smartphone, to form a lower dimensional (less variables) tidy dataset - HAR_mean.txt.
datasci_course_materials
Public repository for course materials for the Data Science at Scale Specialization at Coursera
datasharing
The Leek group guide to data sharing
ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
ExpAna_pm25
This repo contains the codes and plots for analyzing pm2.5 dataset provided by Coursera John Hopkins Data Science series - Exploratory Data Analysis - Course Project 2
ExponentialDistributionSimulation
This is a simulation of exponential distribution using R. It is shown in this simulation that Central Limit Theorem is verified to be applicable in exponential distribution.
machine-learning
Content for Udacity's Machine Learning curriculum
PracticalMachineLearning-CourseProject
This is a repo for Coursera Practical Machine Learning Peer Assessment Project. It contains the write up report in Rmd format and its compiled html format documents for the PML Peer Assessment Project.
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
Regression
write your own regression code
RepData_PeerAssessment1
Peer Assessment 1 for Reproducible Research
tensorflow
Computation using data flow graphs for scalable machine learning
WassersteinGAN.tensorflow
Tensorflow implementation of Wasserstein GAN - arxiv: https://arxiv.org/abs/1701.07875