bowenwen / docker-stacks

Docker images and recipes with additional packages and extensions for on-the-go data scientists.

A collection of docker images for data scientists

Docker images and recipes with additional packages and extensions for on-the-go data scientists. With examples of using some cool software.

Jupyter based images

See Jupyter docker-stacks

• pynb - Python Jupyter Notebook: An image with some of my favorite packages in Python (that aren't part of the Jupyter Docker stack).
• 'deeplearning`: An image with some common deep learning packages such as tensorflow, pytorch, keras, etc.
• biogeme: Biogeme is an open source Python package for Econometric Modeling.

Rocker based images

See Rocker versioned and Rocker geospatial

• rstudio - An image with some of my favorite packages in R (that aren't part of the Rocker Docker stack): Cancensus is a R wrapper for calling CensusMapper APIs.

Other cool stuff

• mssql - SQL Server: See SQL Server for Docker
• portainer: See Portainer
• gogs: See Gogs for Docker
• gitLab: See GitLab Community Edition for Docker
• pishrink: A tool from [Drewsif/PiShrink] that shrinks the size of a raspbian image for raspberry pi

[Drewsif/PiShrink] https://github.com/Drewsif/PiShrink