Just some test scripts

Here are some test scripts to check the functionality of the blog.

Gradient descent is a fundamental algorithm in machine learning. Here's a simple mathematical definition:

And here's a helpful diagram to visualize it:

We iteratively update our parameters in the direction of the negative gradient of the loss function.