This website is a collection of Python and R notebooks that forms a reference for variance data analysis, modelling and machine learning tasks.

The site is an addendum to my blog.

Topics are arranged via the menu at the top of the page. The aim is to have a number of implementations of each topic across language / framework.


Update procedures

If the structure of the site has been altered, i.e., either the _site.yml or _navbar.yml have been changed, the Build Website command must be run. This rebuilds every .Rmd file with no caching.

If only a single .Rmd has been changed then that can be knitted in isolation.


Jupyter notebooks

Some content is constructed using Jupyter notebooks. This requires conversion to html using the nbconvert utility shown below.

Example conversion, ipynb to html:


jupyter nbconvert --to html numpyro_models.ipynb

This command will produce a html file called numpyro_models.html. This file is then copied to the base folder of the site repository before rendering.