Cheat Sheets and Documentations
Hello there! Welcome to this page. This post is a summary for useful links and cheat sheets which can be found easily on the internet.
I am not a master of codes and even if I am, I believe I still need to look at the documents from time to time because people forget… To reduce the time googling around for some stupid easy questions, I’ll put everything I need down here for reference.
Python Basics and Supports
Python Basics
Anaconda Prompt
Jupyter Notebook
Jupyter Notebook Extensions (unofficial)
Install
pip install jupyter_contrib_nbextensions && jupyter contrib nbextension install
Git
Data processing and analysis
Numpy
Scipy
Pandas
Visualizations
Matplotlib
Seaborn
Plotly
Bokeh
Machine Learning
Scikit Learn
A simple map for selecting machine learning models:
