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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

Working Directory

  • /src