This Notebook has a Python 3 kernel with a wide range of pre-installed Python libraries aimed at general data processing and visualization
such as matplotlib, numpy and pandas.
These are aimed at general purpose use including basic data analysis and plotting libraries so this notebook is especially useful for general tutorials
and introduction to Python courses.
This Notebook has a Python 3 kernel with specialized libraries, such as cartopy, geopandas, and folium,
that are useful for analyzing and visualizing geospatial data.
This notebook is aimed at courses with a focus on analyzing geospatial data as its processing and plotting requires libraries which can do spatial operations of geometric types.
This Notebook has a Python 3 kernel with specialized libraries, such as biopython, chemspipy, and py3dmol,
that are useful for analyzing and visualizing bio-chemistry data.
This notebook is aimed at courses with a focus on analyzing bio-chemistry data as its processing and plotting requires libraries which can do 3D rendering of molecules.
Language and Machine Learning
This Notebook has a Python 3 kernel with specialized libraries for Natural Language processing and machine Learning. It comes with the
tensorflow packages, and includes the entire NLTK dataset, the
en_core_web_sm spacy language model, and the official TensorFlow Model & Datasets.
R with Stan Notebook
Notebooks can be run in a R with Stan or Python 3 kernel containing pre-installed Stan-specific and R libraries as well as the same Python libraries
as in the Standard Notebook.
This opens up an RStudio interface overlayed on a Jupyter notebook with an extensive selection of R libraries along with the Python libraries
from the Standard Notebook. Whilst this option opens the RStudio interface, although note that it does not provide access to the RStudio cloud service,
or provide access to any facilities the RStudio cloud service provides (such as sharing notebooks or making notebooks public).
Sage Notebook Notebook
SageMaths plugin added to the Python 3 Standard Notebook.