jingli0714's repositories
Awesome-Data-Science-Materials
Summary of some data science materials
bst273_lecture09
A repo for live coding exercise
courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
DeepLearningForTimeSeriesForecasting
A tutorial demonstrating how to implement deep learning models for time series forecasting
Emission-Inventories-with-Satellite-data
R code to calculate emission inventory totals with Satellite data
GPSmatching
R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects using observational data in settings with continuous exposures, and a new framework for GPS caliper matching that jointly matches on both the estimated GPS and exposure levels to fully adjust for confounding bias.
gridded
R tools to process reanalysis gridded data
h2o-tutorials
Tutorials and training material for the H2O Machine Learning Platform
Machine-Learning-A-Probabilistic-Perspective-Solutions
My solutions to Kevin Murphy Machine Learning Book
National_Causal
Public Available Code to Conduct Analyses in "Evaluating the Impact of Long-term Exposure to Fine Particulate Matter on Mortality Among the Elderly."
PM_COVID
Public Available Code and Data to Reproduce Analyses in "Exposure to air pollution and COVID-19 mortality in the United States".
Qix
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
rodyssey
Batch scripts to illustrate how to use Odyssey for R jobs
Training-modules
Materials for short, half-day workshops
ucasgisapp
地理信息系统应用练习
zscorer
Anthropometric z-score calculator