General ML Projects

This repository is more of a general purpose place for me to store any general machine learning projects that I've done over time.

Prerequisites

If using Python, by default the following packages should be installed:

You can either have the packages installed globally:

pip install numpy pandas matplotlib notebook torch torchvision torchaudio

Alternatively you can do this in virtual environment:

python -m venv venv
source venv/bin/activate
pip install numpy pandas matplotlib notebook torch torchvision torchaudio

This repository will assume it's installed globally, but we also include a requirements.txt to be precise of which versions we expect.

Projects

The first few projects will follow along Andrej Karpathy's Neural Networks: Zero to Hero playlist and then will continue from there.