Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I ...

Most linear algebra courses start by considering how to solve a system of linear equations. \[ \begin{align ... To solve a (square) linear system in python we use the scipy.linalg.solve funtion.

Implement Linear Regression in Python from Scratch ! In this video, we will implement linear regression in python from scratch. We will not use any build in models, but we will understand the code ...

It can save time and generate some fancy machine learning to solve more significant ... I use Python 3 and Jupyter Notebooks to generate plots and equations with linear regression on Kaggle ...

For simple systems of linear equations, Harrow and colleagues showed that their algorithm can be exponentially faster than the best solving methods that use a classical computer. One important caveat, ...