awesome AI cheatsheets

AI quick lookup table complete

This github contains quick lookup tables and reference codes related to various AI and data science tool libraries, which can be used to quickly solve various scenario problems and modeling applications.

Author: Han Xinzi @ShowMeAI
Design: Nan Qiao @ShowMeAI

AI quick lookup table study guide Please check the quick lookup table application manual

Table of contents

• AI quick lookup table complete
  • Quick lookup table quick look
    • Tools and Platforms
      • Jupyter Notebook
    • programming language
      • Python
    • Scientific computing
      • Numpy
      • Scipy
    • Data analysis and processing
      • Importing Data
      • Pandas
      • SQL
    • Data visualization
      • Matplotlib
      • Seaborn
      • Bokeh
    • Big Data
      • Spark
    • Machine Learning
      • Scikit-Learn
    • Deep Learning
      • Keras
      • Tensorflow
      • Pytorch
    • Vertical field
      • OpenCV
    • General skills
      • Regular expressions

Quick lookup table quick look

Tools and Platforms

Jupyter Notebook

programming language

Python

Scientific computing

Numpy

Scipy

Data analysis and processing

Importing Data

Pandas

SQL

Data visualization

Matplotlib

Seaborn

Bokeh

Big Data

Spark

Machine Learning

Scikit-Learn

Deep Learning

Keras

Tensorflow

Pytorch

Vertical field

OpenCV

General skills

Regular expressions