算法与数学：专为程序员设计的线性代数课程配套资料

2023D

198

收藏 2024-09-23

+01-Introduction 974.0 KB
+04-Development-Enviroment-Setup      146 Byte
main.py       146 Byte
  Chapter-01.pdf      974.0 KB
+02-Vectors 1.2 MB
+03-Implement-Our-Own-Vector      674 Byte
  +playLA       467 Byte
__init__.py    0 Byte
Vector.py    467 Byte
main_vector.py       207 Byte
+05-Implement-Vector-Operations      2.1 KB
  +playLA       1.6 KB
__init__.py    0 Byte
Vector.py    1.6 KB
main_vector.py       528 Byte
+08-Implementation-of-Zero-Vector      2.2 KB
  +playLA       1.6 KB
__init__.py    0 Byte
Vector.py    1.6 KB
main_vector.py       631 Byte
  Chapter-02.pdf      1.1 MB
+03-More-about-Vectors 1.9 MB
+02-Normalization-Implementation      3.3 KB
  +playLA       2.2 KB
__init__.py    30 Byte
_globals.py    15 Byte
Vector.py    2.2 KB
main_vector.py       1.1 KB
+05-Implementations-of-Dot-Product      3.5 KB
  +playLA       2.4 KB
__init__.py    29 Byte
_globals.py    15 Byte
Vector.py    2.3 KB
main_vector.py       1.1 KB
+07-Vectors-in-Numpy      4.5 KB
  +playLA       2.4 KB
__init__.py    29 Byte
_globals.py    15 Byte
Vector.py    2.3 KB
main_numpy_vector.py       1.1 KB
main_vector.py       1.1 KB
  Chapter-03.pdf      1.9 MB
+04-The-Matrix 3.6 MB
+02-Implement-Our-Own-Matrix      5.9 KB
  +playLA       3.4 KB
__init__.py    29 Byte
_globals.py    15 Byte
Matrix.py    1.0 KB
Vector.py    2.3 KB
main_matrix.py       327 Byte
main_numpy_vector.py       1.1 KB
main_vector.py       1.1 KB
+04-Implement-Basic-Operations-of-Matrix      7.6 KB
  +playLA       4.8 KB
__init__.py    29 Byte
_globals.py    15 Byte
Matrix.py    2.4 KB
Vector.py    2.3 KB
main_matrix.py       629 Byte
main_numpy_vector.py       1.1 KB
main_vector.py       1.1 KB
+08-Implement-Matrix-Multiplication      8.6 KB
  +playLA       5.5 KB
__init__.py    29 Byte
_globals.py    15 Byte
Matrix.py    3.1 KB
Vector.py    2.3 KB
main_matrix.py       960 Byte
main_numpy_vector.py       1.1 KB
main_vector.py       1.1 KB
+11-Implement-Matrix-Transpose-and-Numpy-Matrix      9.4 KB
  +playLA       5.7 KB
__init__.py    29 Byte
_globals.py    15 Byte
Matrix.py    3.3 KB
Vector.py    2.3 KB
main_matrix.py       997 Byte
main_numpy_matrix.py       532 Byte
main_numpy_vector.py       1.1 KB
main_vector.py       1.1 KB
  Chapter-04.pdf      3.5 MB
+05-More-about-Matrix 2.6 MB
+03-Implement-Matrix-Transformations      10.3 KB
  +playLA       5.7 KB
__init__.py    29 Byte
_globals.py    15 Byte
Matrix.py    3.3 KB
Vector.py    2.3 KB
main_matrix.py       997 Byte
main_matrix_transformation.py       965 Byte
main_numpy_matrix.py       532 Byte
main_numpy_vector.py       1.1 KB
main_vector.py       1.1 KB
+06-Implement-Identity-Matrix-and-Inverse-of-a-Matrix-in-Numpy      10.9 KB
  +playLA       5.9 KB
__init__.py    29 Byte
_globals.py    15 Byte
Matrix.py    3.5 KB
Vector.py    2.3 KB
main_matrix.py       1.1 KB
main_matrix_transformation.py       951 Byte
main_numpy_matrix.py       802 Byte
main_numpy_vector.py       1.1 KB
main_vector.py       1.1 KB
+08-Matrix-and-Space      11.1 KB
  +playLA       5.9 KB
__init__.py    29 Byte
_globals.py    15 Byte
Matrix.py    3.5 KB
Vector.py    2.3 KB
main_matrix.py       1.1 KB
main_matrix_transformation.py       1.2 KB
main_numpy_matrix.py       802 Byte
main_numpy_vector.py       1.1 KB
main_vector.py       1.1 KB
  Chapter-05.pdf      2.5 MB
+06-Linear-System 3.5 MB
+04-Implement-Gauss-Jordan-Elimination      14.0 KB
  +playLA       7.5 KB
__init__.py    29 Byte
_globals.py    15 Byte
LinearSystem.py    1.6 KB
Matrix.py    3.5 KB
Vector.py    2.4 KB
main_linear_system.py       1.2 KB
main_matrix.py       1.1 KB
main_matrix_transformation.py       1.2 KB
main_numpy_matrix.py       802 Byte
main_numpy_vector.py       1.1 KB
main_vector.py       1.1 KB
+08-Implement-General-Gauss-Jordan-Elimination      15.2 KB
  +playLA       8.1 KB
__init__.py    29 Byte
_globals.py    114 Byte
LinearSystem.py    2.1 KB
Matrix.py    3.5 KB
Vector.py    2.4 KB
main_linear_system.py       1.8 KB
main_matrix.py       1.1 KB
main_matrix_transformation.py       1.2 KB
main_numpy_matrix.py       802 Byte
main_numpy_vector.py       1.1 KB
main_vector.py       1.1 KB
  Chapter-06.pdf      3.5 MB
+07-Elemental-Matrices-and-The-Properties-of-Inversion 5.1 MB
+02-Implement-Inverse-of-Matrix      15.8 KB
  +playLA       8.6 KB
__init__.py    29 Byte
_globals.py    114 Byte
LinearSystem.py    2.5 KB
Matrix.py    3.5 KB
Vector.py    2.4 KB
main_linear_system.py       2.0 KB
main_matrix.py       1.1 KB
main_matrix_transformation.py       1.2 KB
main_numpy_matrix.py       802 Byte
main_numpy_vector.py       1.1 KB
main_vector.py       1.1 KB
+07-Implement-LU-Factorization      17.0 KB
  +playLA       9.3 KB
__init__.py    29 Byte
_globals.py    114 Byte
LinearSystem.py    2.5 KB
LU.py    694 Byte
Matrix.py    3.5 KB
Vector.py    2.4 KB
main_linear_system.py       2.0 KB
main_lu.py       527 Byte
main_matrix.py       1.1 KB
main_matrix_transformation.py       1.2 KB
main_numpy_matrix.py       802 Byte
main_numpy_vector.py       1.1 KB
main_vector.py       1.1 KB
  Chapter-07.pdf      5.0 MB
.gitignore 424 Byte
qrcode.jpg 40.7 KB
README.md 8.5 KB

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