Kaggle/docker-python resource

Health v2 · maintenance only

Adoption not part of the score

2730 stars · 1014 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

The Dockerfile and build tooling behind Kaggle's official Python notebook images, preloaded with hundreds of data science and machine learning packages. CPU and GPU variants are published to Google Container Registry for use in Kaggle Notebooks or locally.

Use cases

• reproduce the Kaggle notebook environment locally
• get a prebuilt Python image with common ML packages installed
• run data science notebooks in Docker with GPU support
• request or add packages to the Kaggle Python image
• test code against the same environment as Kaggle competitions

When to choose

• you want an environment identical to Kaggle Notebooks
• you need a batteries-included data science image without manual setup
• you want to verify a notebook works locally before submitting to Kaggle

When to avoid

• you need a minimal or slim container image
• you only need one or two packages, which are easier to pip install yourself
• you need a non-Python runtime

Facets

infra-config · maturity active

machine-learning data-science container-runtime developer-tools data-science machine-learning cloud-computing python cloud kaggle docker-image notebooks preinstalled-packages data-science-environment containers docker gpu

Member repositories

For agents

markdown · JSON · MCP: product_card(name="Kaggle/docker-python")