sergiosjs/jupy_plotly repository overview

⁠Data Science Docker Image

This image contain some libs to data science and data analysis projects. Basically include jupyter notebook, plotly, orca and other default libs like numpy, pandas(1.0.0), scikit-learn, etc.

⁠Installation

To create an image locally (change jupy to what you want)

docker build -t jupy . 

To download a image from DockerHub

docker pull sergiosjs/jupy_plotly:latest

The latest tag (Docker's default if you don't specify a tag) will give you the most recently-built version of this image.

⁠Usage

Python packges are installed in the root environment and the full list of the libs can seen in requirements.txt⁠

To start a docker container from this image use:

docker run -p 8888:8888 -v local_path:/home/jovyan/work/file image_name

-v to mount a volume between the container and docker server and -p to define the jupyter notebook port. A example:

docker run -p 8888:8888 -v F:\Projects\data_science_portfolio\:/home/jovyan/work/ds sergiosjs/jupy_plotly