A simple linear algebra package written in vanilla python3
Installation can be done through
pip. You must have python version >= 3.6.
pip install linalg
Docs can be found at the readthedocs page
What is this?
NOT intended to be the best or fastest.
NOT intended to be production-grade (yet).
IS intended to be fully vanilla python3.
IS meant as an educational tool.
This package provides the
Matrix class and utility functions.
import linalg from linalg import * # import the Matrix class and utility functions top-level from linalg import Matrix # import the Matrix class
To create a matrix object, initialize it with a 2D list or use
Matrix.identity(). You can also use
mat = linalg.Matrix([[3, 4, 5], [2, 5, -1], [0, 2, 1]]) # 3x3 matrix mat = linalg.as_matrix([[3, 4, 5], [2, 5, -1], [0, 2, 1]]) # 3x3 matrix, alternative notation mat = linalg.zeroes(4, 2) # 4x2 zero matrix mat = linalg.identity(4) # 4x4 identity matrix mat = linalg.random_matrix((2, 3), (-10, 10)) # 2x3 matrix with elements within (-10, 10)
This package implements matrix multiplication with the python matrix multiplication operator
__matmul__). The matrix multiplication of two
linalg.Matrix A, B is
C = A @ B.
After that, you can use multiple functions to perform linear algebraic operations as explained in the above linked docs.
- [ ] Add other linear algebraic operations
- [ ] Implement vectors
- [ ] Add documentation
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
|Filename, size||File type||Python version||Upload date||Hashes|
|Filename, size linalg-1.0.4.tar.gz (4.7 kB)||File type Source||Python version None||Upload date||Hashes View hashes|