Python Linear Algebra

Python Linear Algebra

2022/05/20

-----

https://pixabay.com/zh/illustrations/dice-cubes-architecture-abstract-3457851/

-----

Python Language Companion to Introduction to Applied Linear Algebra: Vectors, Matrices, and Least Squares

-----

References

Level 1

[1] Linear Algebra and Python Basics | Rob Hicks

https://rlhick.people.wm.edu/stories/linear-algebra-python-basics.html#

[2] Fundamentals of Linear Algebra with Python

https://deepnote.com/@josueglezma/Fundamentals-of-Linear-Algebra-with-Python-9c9d959b-3fdb-41af-936a-08d7a8859409

[3] Numpy | Linear Algebra - GeeksforGeeks

https://www.geeksforgeeks.org/numpy-linear-algebra/

[4] Linear Algebra with SciPy - Mathematical Python

https://personal.math.ubc.ca/~pwalls/math-python/linear-algebra/linear-algebra-scipy/

-----

Level 2

[5] Chapter 14. Linear Algebra and Systems of Linear Equations — Python Numerical Methods

https://pythonnumericalmethods.berkeley.edu/notebooks/chapter14.00-Linear-Algebra-and-Systems-of-Linear-Equations.html

[6] Chapter 15. Eigenvalues and Eigenvectors — Python Numerical Methods

https://pythonnumericalmethods.berkeley.edu/notebooks/chapter15.00-Eigenvalues-and-Eigenvectors.html

-----

Level 3

[7] Introduction to Linear Algebra for Applied Machine Learning with Python

https://pabloinsente.github.io/intro-linear-algebra

-----

Python Machine Learning（目錄）

https://mandhistory.blogspot.com/2022/05/python.html

-----