By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
This is the repo for the document found here, based on the raw code repo- Miscellaneous R Code. The document code has been tidied and may have other improvements relative to the original repo, but remains a conceptual/tutorial endeavor to various modeling techniques and algorithms. It provides 'by-hand' demonstrations of various models and algorithms. The goal is to take away some of the mystery of them by providing clean code examples that are easy to run and compare with other tools. The primary functions are usually just a few lines of code, and in almost all cases, comparisons are made to an R package result. A few Python and other language demos as well.
At present the topics covered are:
* Python ** Stan
* Python ** Stan