Overview my GitHub repos.

TA class in Statistics

The static website is here. Most of the content I followed R for Data Science. I reorganized the concepts which students need to know to handle their homeworks. Due to limited time, some of the features are not included or explained in detail.

Study web development

Since I use Shiny, which is an R package to build interactive web apps, to make a presentation in class, I had spent some time studying web development. HTML and CSS is the most part that I put into practice, while JavaScript is somewhat complicated for me to study. Besides, I took a chance to design a webpage for my department.

Early study of R package development

This is where I kicked off R package development. R Packages really helps a lot to get into the ideas. Meanwhile, I wrote a book through bookdown to introduce how to use this package and here is the original content of the book. The package is not well-developed, in case you want to use it.

Utilize R to run PowerShell

FFmpeg is helpful to deal with multimedia files. After installing and setting up FFmpeg, users can run code in PowerShell to take advantage of it. However, it is quite sophisticated to cope with a real-world problem instantly. Therefore, it is suitable to select and order the candidate files in R and this package generate code and call PowerShell to run it.

Machine learning final project

I work with Boru and Ray Lu to complete this final project. Contents in folder Ray Lu and boru are a part of their contributes. We study Convolutional neural network (CNN) to implement the system for marketing. Note that README is not completed and PowerPoint is not open. However, presentation can be viewed on YouTube.

Python class final project

This is the website I built for presentation. Worked with a exchange student from China to complete the study of Convolutional neural network (CNN), I was inspired by him a lot and this is my first time learing CNN. We also spent some time discussing an awesome package xaringan in r.

Portfolio

Some of my accomplishments are uploaded as PDF file and can directly be viewed on website.