Math Tools
Least Squares: Math to Pure Python without Numpy or Scipy
From linear algebra math to pure python code, without numpy, scipy or sklearn, for linear least squares regression modeling / machine learning.
From linear algebra math to pure python code, without numpy, scipy or sklearn, for linear least squares regression modeling / machine learning.
Two ways to find the determinant of a matrix from math to python code without using numpy or scipy.
This a basic linear algebra toolkit in pure python to help us prepare for work ahead that does not rely on numpy and / or scipy.
Mathematical steps to simple python code that solve a system of equations.
This tool automatically logs the model you’ve used in your machine learning python script, it’s parameters, and it’s dependencies.
Invert a matrix with pure python (no numpy) for better linear algebra / math understanding and use this as a tool to help understand other mathematics of data science.