Jupyter Notebooks Collection

This repository contains 930 Jupyter notebooks across 188 topics. These notebooks are a mix of experiments, drafts, and useful scripts for data analysis, visualization and storytelling.

Note: This is a personal sandbox for learning and experimenting. Some notebooks may be incomplete or outdated.

🛠️ Setting Up the Environment

This repository uses uv for dependency management.

Install uv

uv is a package manager for Python that simplifies the setup of virtual environments and dependency management. To install uv, follow the instructions on the official website.

brew install uv

Set up a Virtual Environment

export UV_VENV_PATH=".venv"
uv venv
source .venv/bin/activate

Install Dependencies

If you have a requirements.txt file:

uv pip install -r requirements.txt

For individual package installation:

uv add pandas numpy matplotlib jupyterlab

Run JupyterLab

uv run jupyter lab

Lock Dependencies for Reproducibility

uv lock

Sync Dependencies in a New Environment

uv sync