Cheat Sheets and Documentations

1 minute read

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

Cheat Sheet

Documentation

Anaconda Prompt

Cheat Sheet #1

Cheat Sheet #2

Documentation

Jupyter Notebook

Cheat Sheet

Documentation

Jupyter Notebook Extensions (unofficial)

Install

pip install jupyter_contrib_nbextensions && jupyter contrib nbextension install

Documentation

Git

Cheat Sheet

Documentation

Data processing and analysis

Numpy

Cheat Sheet

Reference

User Guide

Scipy

Cheat Sheet

Reference

Pandas

Cheat Sheet

Documentation

Visualizations

Matplotlib

Cheat Sheet

Documentation

Seaborn

Cheat Sheet

Homepage

Plotly

Cheat Sheet

Python Page

Bokeh

Cheat Sheet

Homepage

Machine Learning

Scikit Learn

Cheat Sheet

Homepage

A simple map for selecting machine learning models: scikit_learn_map