Python for Linear Algebra These pages provide a showcase of how to use Python to do computations from linear algebra. We will demonstrate both the NumPy (SciPy) and SymPy packages. This is meant to be ...

The * means the namespace for all functions in SymPy are loaded, so we can call them directly without having to preface them with the package name. SymPy Matrices Vectors and Matrices are created as ...

Multiple Linear Regression (Least-squares estimates, partition TSS/SSR/SSE, simultaneous confidence intervals, confidence regions for linear combos, general linear hypothesis testing, prediction ...

Aprenda a usar as bibliotecas PuLP e SciPy para definir e resolver problemas de programação linear em Python. Compare as vantagens e desvantagens de cada abordagem.

I use Python 3 and Jupyter Notebooks to generate plots and equations with linear regression on Kaggle data. I checked the correlations and built a basic machine learning model with this dataset.