Welcome to the rtemis online documentation and vignettes.


rtemis is a platform for advanced machine learning and visualization in R (R Core Team 2020).

The rtemis project has three aims:

  • Applied Data Science: Make advanced data analysis efficient and accessible to all
  • Machine Learning Research: Provide a platform to develop and test novel ML algorithms
  • Education: Make ML concepts easy to learn by delivering bite-sized vignettes along with code and visualization

This site is a work in progress - check back for updates. For an overview of the functionality included in rtemis, have a look at the PDF cheatsheet. The official rtemis R manual can be found here. This website was created using bookdown (Xie 2020).

rtemis began life at the Penn Neuroscience Graduate Group (Gennatas 2017).



rtemis visualization


Gennatas, Efstathios Dimitrios. 2017. “Towards Precision Psychiatry: Gray Matter Development and Cognition in Adolescence.”

R Core Team. 2020. R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing. https://www.R-project.org/.

Xie, Yihui. 2020. Bookdown: Authoring Books and Technical Documents with R Markdown. https://CRAN.R-project.org/package=bookdown.