├── .github └── workflows │ ├── convert-to-qmd.yml │ └── update-readme.yml ├── LICENSE ├── README.md ├── __init__.py ├── cover-min.png ├── doc └── .quarto │ ├── cites │ └── index.json │ ├── idx │ └── index.qmd.json │ └── xref │ ├── INDEX │ └── a34f77ad ├── index.html ├── notebooks ├── Chapter 1 - Linear Equation System.ipynb ├── Chapter 10 -Null Space vs Col Space, Row Space and Rank.ipynb ├── Chapter 11 - Linear Transformation.ipynb ├── Chapter 12 - Eigenvalues and Eigenvectors.ipynb ├── Chapter 13a - Diagonalization.ipynb ├── Chapter 13b - Principal Component Analysis.ipynb ├── Chapter 14 - Applications to Dynamic System.ipynb ├── Chapter 15 - Innear Product and Orthogonality.ipynb ├── Chapter 16 - Gram-Schmidt Process and QR Decomposition.ipynb ├── Chapter 17 - Symmetric Matrices , Quadratic Form and Cholesky Decomposition.ipynb ├── Chapter 18 - The Singular Value Decomposition.ipynb ├── Chapter 19 - Multivariate Normal Distribution.ipynb ├── Chapter 2 - Basic Matrix Algebra.ipynb ├── Chapter 3 - Determinant.ipynb ├── Chapter 4 - LU Factorization.ipynb ├── Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication.ipynb ├── Chapter 6 - Linear Combination.ipynb ├── Chapter 7 - Linear Independence.ipynb ├── Chapter 8 - Vector Space and Subspace.ipynb ├── Chapter 9 - Basis and Dimension.ipynb └── linear_algebra_visulization.py ├── poetry.lock ├── pyproject.toml └── scripts ├── link_to_mysite.py └── update_readme.py /.github/workflows/convert-to-qmd.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijie-chen/Linear-Algebra-With-Python/HEAD/.github/workflows/convert-to-qmd.yml -------------------------------------------------------------------------------- /.github/workflows/update-readme.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijie-chen/Linear-Algebra-With-Python/HEAD/.github/workflows/update-readme.yml -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijie-chen/Linear-Algebra-With-Python/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijie-chen/Linear-Algebra-With-Python/HEAD/README.md -------------------------------------------------------------------------------- /__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /cover-min.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijie-chen/Linear-Algebra-With-Python/HEAD/cover-min.png -------------------------------------------------------------------------------- /doc/.quarto/cites/index.json: -------------------------------------------------------------------------------- 1 | {"index.qmd":[]} 2 | -------------------------------------------------------------------------------- /doc/.quarto/idx/index.qmd.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijie-chen/Linear-Algebra-With-Python/HEAD/doc/.quarto/idx/index.qmd.json -------------------------------------------------------------------------------- /doc/.quarto/xref/INDEX: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijie-chen/Linear-Algebra-With-Python/HEAD/doc/.quarto/xref/INDEX -------------------------------------------------------------------------------- /doc/.quarto/xref/a34f77ad: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijie-chen/Linear-Algebra-With-Python/HEAD/doc/.quarto/xref/a34f77ad -------------------------------------------------------------------------------- /index.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijie-chen/Linear-Algebra-With-Python/HEAD/index.html -------------------------------------------------------------------------------- /notebooks/Chapter 1 - Linear Equation System.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijie-chen/Linear-Algebra-With-Python/HEAD/notebooks/Chapter 1 - Linear Equation System.ipynb -------------------------------------------------------------------------------- /notebooks/Chapter 10 -Null Space vs Col Space, Row Space and Rank.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijie-chen/Linear-Algebra-With-Python/HEAD/notebooks/Chapter 10 -Null Space vs Col Space, Row Space and Rank.ipynb -------------------------------------------------------------------------------- /notebooks/Chapter 11 - Linear Transformation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijie-chen/Linear-Algebra-With-Python/HEAD/notebooks/Chapter 11 - Linear Transformation.ipynb -------------------------------------------------------------------------------- /notebooks/Chapter 12 - 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Multivariate Normal Distribution.ipynb -------------------------------------------------------------------------------- /notebooks/Chapter 2 - Basic Matrix Algebra.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijie-chen/Linear-Algebra-With-Python/HEAD/notebooks/Chapter 2 - Basic Matrix Algebra.ipynb -------------------------------------------------------------------------------- /notebooks/Chapter 3 - Determinant.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijie-chen/Linear-Algebra-With-Python/HEAD/notebooks/Chapter 3 - Determinant.ipynb -------------------------------------------------------------------------------- /notebooks/Chapter 4 - LU Factorization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijie-chen/Linear-Algebra-With-Python/HEAD/notebooks/Chapter 4 - LU Factorization.ipynb -------------------------------------------------------------------------------- /notebooks/Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijie-chen/Linear-Algebra-With-Python/HEAD/notebooks/Chapter 5 - Vector Addition, Subtraction and Scalar Multiplication.ipynb -------------------------------------------------------------------------------- /notebooks/Chapter 6 - Linear Combination.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijie-chen/Linear-Algebra-With-Python/HEAD/notebooks/Chapter 6 - Linear Combination.ipynb -------------------------------------------------------------------------------- /notebooks/Chapter 7 - Linear Independence.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijie-chen/Linear-Algebra-With-Python/HEAD/notebooks/Chapter 7 - 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