Docker Data Science Essentials with CUDA

A Docker image based on NVIDIA CUDA 13.1.0 with Ubuntu 24.04, pre-configured with essential data science libraries and tools.

Base Image

• CUDA Version: 13.1.0 (runtime)
• Ubuntu Version: 24.04

Included Python Libraries

• numpy
• scipy
• scikit-learn
• pandas
• matplotlib
• seaborn
• numpyro
• pymc
• jax (with CUDA support)

System Tools

• build-essential
• software-properties-common
• curl
• git
• wget
• vim
• zip/unzip
• fish shell

Package Management

• Python Package Manager: uv (with pip)
• Python Environment: Virtual environment at /venv

Maintainers

• Daniel Sitonic danielsitonic@gmail.com

Working Directory

• /src