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InformationTheory
LinearAlgebra
Numberical
Numerical
Probability
Statistics
LinearAlgebra.png
Makefile
Mathematic.png
Numerical_book.png
Probability.png
README.md
Statistics.png
information.png
mathRelation.dot
random_variables.png

README.md

Machine Learning Mathematic

This project is to learn the mathematic in machine learning; All the graph show the key points in each subject.The details please visit tony4ai.com mathematic This project is write by dot language,so you need graphiz on your computer,and if you want to build it through Makefile,you also need make

Linear Algebra

linear algebra The linear algebra is based on MIT 18.06 open course,whose teacher is Gilbert Strang,the best teacher all over the world.

Probability

probability 《Probability and Statistics》- M.H.DeGroot

Statistics

statistics 《数理统计学教程》- 陈希孺