1 Introduction
1.1 rtemis
rtemis provides a comprehensive console and web-based machine learning and visuzalization platform.
- rtemis: R package that provides:
- Static and interactive visualization
- Supervised learning: classification & regression
- Unsupervised learning:
- Clustering
- Decomposition
- Cross-decomposition
- rtemislive: web application providing no-code access to rtemis functionality
For more information on the rtemis package see the online documentation and GitHub repository.
1.2 rtemislive
rtemislive is organized in modules. The user can toggle modules ON and OFF using the first drop-down menu on the top right.
Custom installations allow you to pre-load a dataset and defining the initial state of most application settings, including modules and themes.
The documentation on this site ir organized by module: each chapter, accessible from the navigation in the lest, corresponds to an individual module.
Data operations, including filtering, selecting and a subset of data aggregation operations, performed in real time using data.table
.
rtemis and rtemislive are written by Stathis Gennatas, MBBS PhD