Cheatsheet-collection

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Cheatsheet collection

Cheatsheet collections for Math, A.I., Python libraries.
Update frequently

A.I. cheatsheet

Deep Learning cheetsheet - Standford

Author: Afshine Amidi

• AI cheatsheet
• ML cheatsheet
• DL cheatsheet

The Machine Learning cheatsheet

Author: Remicnrd

• The Machine Learning cheatsheet

Math cheatsheet

Some image-cheatsheet stuff

• Activation functions:
  
• Distribution:
  Read here for more details, or try here for the summary implementation code.
  
• Optimization:
  Read here for more details.

Probability Cheatsheet - Harvard's Stat 110

Author: Joe Blitzstein - Professor of Statistics at Harvard

• Probability cheatsheet
• Book
  

Linear Algebra cheatsheet - Wisconsin-Mandison

Author: Laurent Lessard

• Linear Algebra cheatsheet

Statistic/Probability cheetsheet - Standford

Author: Shervine Amidi

• Statistic cheatsheet
• Probability cheatsheet

Math for Computer Science - UIT

Author: Ngoc-Hoang Luong

• Math for Computer Science

Python cheatsheet

Library cheatsheet

• Keras
• Matplotlib
• Numpy
• Pandas
• SciPy
• Scikit-Learn

Pytorch cheatsheet

• Pytorch cheatsheet
• Pytorch tutorial