dynaTree
Dynamic Trees for Learning and Design
Inference by sequential Monte Carlo for dynamic tree regression and classification models with hooks provided for sequential design and optimization, fully online learning with drift, variable selection, and sensitivity analysis of inputs. Illustrative examples from the original dynamic trees paper (Gramacy, Taddy & Polson (2011); doi:10.1198/jasa.2011.ap09769) are facilitated by demos in the package; see demo(package="dynaTree").
- Version1.2-17
- R version≥ 2.14.0 methods
- LicenseLGPL-2
- LicenseLGPL-2.1
- LicenseLGPL-3
- Needs compilation?Yes
- Last release08/22/2024
Documentation
Team
Robert B. Gramacy
MaintainerShow author detailsChristoforos Anagnostopoulos
Show author detailsRolesAuthorMatt A. Taddy
Show author detailsRolesAuthor
Insights
Last 30 days
This package has been downloaded 396 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 28 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 5,577 times in the last 365 days. A solid achievement! Enough downloads to get noticed at department meetings. The day with the most downloads was Aug 22, 2024 with 70 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
Binaries
Dependencies
- Suggests4 packages