📓 Notebooks

A collection of research notebooks exploring machine learning ideas.

📁 Project Structure

pub/ -> notebooks that I feel like stand on their own. You can check out the HTML versions here: link

🚀 Quick Start

Minimal Installation (CLI + Server only)

# Install just the essentials for CLI and server
pip install -e .
# Or with uv (recommended)
uv sync 

This installs only:

• rich - For beautiful CLI output
• watchdog - For file watching

Optional Dependencies

For Machine Learning Notebooks

# Install ML dependencies (torch, scikit-learn, etc.)
uv sync --extra ml 

or 

pip install -e ".[ml]"

For Marimo Notebooks

# Install marimo for interactive notebooks
uv sync --extra notebooks

or

pip install -e ".[notebooks]"

For GUI Components

# Install PyQt5 for GUI notebooks
uv sync --extra gui

or 

pip install -e ".[gui]"

For AI/LLM Features

# Install Google Generative AI
uv sync --extra ai

or

pip install -e ".[ai]"

Everything

# Install all optional dependencies
pip install -e ".[full]"