Learn machine learning (ML) with NumPy

Just a repository sharing my journey of learning machine learning fundamentals by implementing it in NumPy

Algorithms

Implemented

• Linear regression (linear_regression.py)
• Conditional random field (crf_pystruct.py)

Getting started

Setup the python virtual environment by:

make pyvenv

Run the linear regression model by:

make linear

See Makefile for more commands that can be run.