Jupyter notebooks

Collection of various Jupyter notebooks. This repo also defines my Jupyter environment, notebook flow and requirements handling...

Notebooks

• Blunder buster
• Recommender

Initialization

To initialize my jupyter environment on a new (Arch Linux) system, the following needs to be done:

1. Create notebooks virtual environment and install requirements

> mkvirtualenv notebooks
(notebooks) > pip install -r requirements.txt

Flow

To create a new notebook:

1. Create new virtual environment and a new kernel for the notebook

> mkvirtualenv notebookXY 
(notebookXY) > pip install ipykernel
(notebookXY) > python -m ipykernel install --user --name=notebookXY --display-name "Python (notebookXY)"

2. Create requirements file requirements/notebookXY.txt
3. Install requirements

> workon notebookXY
(notebookXY) > pip install -r requirements/notebookXY.txt

4. Make sure you select the right kernel when editing