Poisson Regression

Description (main.py)

• This code does not use sklearn functions (from scratch)
• This code implements a Generalized Linear Model with a Poisson distribution with gradient ascent.
• This code make a prediction given new inputs (function predict).

Execution

python main.py

Description (vscikit-learn.py)

• This version of code uses sklearn functions to valid the previous results.

Execution

python vscikit-learn.py