luissalgadofreire/jupyter-python repository overview

⁠About this Repo

Creates an environment for jupyter notebook based python data science projects with a curated set of packages preinstalled, including:

• pandas
• matplotlib
• scipy
• seaborn
• scikit-learn
• scikit-image
• sympy
• cython
• patsy
• statsmodel
• cloudpickle
• dill
• numba
• bokeh

⁠What it includes

This image is based on the official jupyter/minimal-notebook⁠. It:

1. Installs jupyter/minimal-notebook using the official image.
2. Installs some OS dependencies for OpenAI Gym (reinforcement learning).
3. Installs ffmpeg for video handling.
4. Adds the menpo channel to conda so additional packages may be installed (like opencv3).
5. Sets the /home/jovyan/work directory as the working directory.
6. Installs python packages, including the above listed.

Note: the jupyter notebook config file is located in /opt/conda/etc/jupyter/jupyter_notebook_config.json.

⁠How to run

docker run -it -p 8888:8888 luissalgadofreire/jupyter-python:latest start-notebook.sh