Jupyter Notebook
My own implementation of a Jupyter Notebook container: https://hub.docker.com/r/hbrandao/jupyter
# Running
// Build your image
$ docker build . -t $IMAGE_NAME:$IMAGE_TAG
// Or pull mine
$ docker pull hbrandao/jupyter:1.0.0
// Run it
$ docker run -p $LOCALHOST_PORT:8888 --name $CONTAINER_NAME -d $IMAGE_NAME:$IMAGE_TAG# Libraries
The image will be loaded with the following "$LIB_NAME==$VERSION"
scikit-learn==0.20.2
numpy==1.15.4
pandas==0.23.4
scipy==1.2.0
matplotlib==3.0.2
seaborn==0.9.0
nltk==3.4
confluent-kafka==0.11.6
elasticsearch==7.0.0
To install more dependencies, you can add it to requirements.txt before building the image or install it using pip from a jupyter cell:
$ pip3 install $LIB_NAME