GIS-ML Alpine Docker Image

includes dependencies for Geographic information systems (GIS) and Machine Learning (ML) applications.

DockerHub link

This image features:

Alpine base Linux image
Python 3.6
Geo-spatial Data Abstraction Library (GDAL)
NodeJS, npm
Jupyter Notebook (with ipywidges and ipyleaflet)
Python science helper libraries numpy, scipy, matplotlib, shapely
Python PlanetLabs api client planet and GIS library rasterio
Python ML + Computer Vision libraries: sklearn, scikit-image, mahotas, joblib

Warning

Use with caution, currently relying on Alpine testing repository. The image amounts to 2.4 GB.