This is a personal repository for notes. It consists of coding that is commonly used in data science, ranging from data manipulation, visualization to machine learning algorithms. It serves as a dictionary that facillitates personal lookups in Python, R and SQL.
├── README.md <- You are here
│
├── ml_python.md <- ML Notes in Python
├── r_python.md <- ML Notes in R
│
├── r_programs/ <- Handy functions in R
│ ├── imputation.R/ <- imputation functions
The markdown notes usually start with a Table of Contents
section, broken down by categories like data manipulation, types of ML algorithms, etc.
At each subsection, sometimes there will be a button on the right ↥ back to top
that helps you get back to the top of the page to possibly switch a different section using the table of contents section.
For each subsection, if the same topic exists in notes of another language, you will also see ⇄ language
button to help you switch to the corresponding section in the notes of the specified language.