upperroomtechnology/docker-img-jupyter repository overview

⁠Upperroom Docker Base Image for Jupyter Notebook

This repository provides the base docker image for Jupyter Notebook application. For example, the Dockerfile for algorithm repository extends from this image:

FROM upperroomtechnology/docker-img-jupyter:develop

⁠How to build

Run the following command to build this base image. The default tag of base image is develop

bin/build.sh

⁠Python Libs

• numpy⁠
  • the fundamental package for numerical computation. It defines the numerical array and matrix types and basic operations on them.
• scipy⁠
  • a collection of numerical algorithms and domain-specific toolboxes, including signal processing, optimization, statistics and much more.
• pandas⁠
  • pandas is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language.
• scikit-learn⁠
  • Simple and efficient tools for data mining and data analysis
• nltk⁠
  • NLTK is a leading platform for building Python programs to work with human language data.