An exploration into understanding how machines learn.
Some of this code is written by me, others are pulled from internet resources. I claim no ownership for code that wasn't written by me.
This project uses uv for dependency management.
uv sync
Then run scripts with uv run, e.g.:
uv run python agents/agents.py
- Regressions - statistical, parametric, regression-based
- Transformers - transformer, self-attention
These projects largely use Jupyter notebooks to demonstrate their functionality alongside prose that explains the code.