Notes on a model

The problem

Set up the question and the data.

The model

Explain the math and the assumptions. You can write inline math and blocks here, and add code snippets:

import numpy as np

def predict(x, w, b):
    return x @ w + b

The messy parts

What didn't work, what surprised you, and what you'd do differently.