A simple linear algebra package written in vanilla python3
Project description
# linalg
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A simple linear algebra package written in pure Python3.
## 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.
## Usage
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.zeroes() or Matrix.identity(). You can also use random_matrix().
mat = Matrix([[3, 4, 5], [2, 5, -1], [0, 2, 1]]) # 3x3 matrix mat = Matrix.zeroes(4, 2) # 4x2 zero matrix mat = Matrix.identity(4, 4) # 4x4 identity matrix mat = random_matrix((2, 3), (-10, 10)) # 2x3 matrix with elements within (-10, 10)
After that, you can use multiple functions within the Matrix class to perform linear algebraic operations.
## Todo
[] Properly implement random_matrix()
[] Add other linear algebraic operations
[] Implement vectors
[] Add documentation
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