dynaTree

Dynamic Trees for Learning and Design

CRAN Package

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").


Documentation


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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.

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1 downloadsMar 16, 2025
9 downloadsMar 17, 2025
11 downloadsMar 18, 2025
21 downloadsMar 19, 2025
20 downloadsMar 20, 2025
17 downloadsMar 21, 2025
37 downloadsMar 22, 2025
7 downloadsMar 23, 2025
11 downloadsMar 24, 2025
5 downloadsMar 25, 2025
5 downloadsMar 26, 2025
8 downloadsMar 27, 2025
44 downloadsMar 28, 2025
12 downloadsMar 29, 2025
2 downloadsMar 30, 2025
3 downloadsMar 31, 2025
14 downloadsApr 1, 2025
7 downloadsApr 2, 2025
1 downloadsApr 3, 2025
6 downloadsApr 4, 2025
8 downloadsApr 5, 2025
17 downloadsApr 6, 2025
12 downloadsApr 7, 2025
8 downloadsApr 8, 2025
12 downloadsApr 9, 2025
6 downloadsApr 10, 2025
13 downloadsApr 11, 2025
47 downloadsApr 12, 2025
4 downloadsApr 13, 2025
28 downloadsApr 14, 2025
0 downloadsApr 15, 2025
0 downloadsApr 16, 2025
0 downloadsApr 17, 2025
0 downloadsApr 18, 2025
0 downloadsApr 19, 2025
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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


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Dependencies

  • Suggests4 packages