bonsai

Model Wrappers for Tree-Based Models

CRAN Package

Bindings for additional tree-based model engines for use with the 'parsnip' package. Models include gradient boosted decision trees with 'LightGBM' (Ke et al, 2017.), conditional inference trees and conditional random forests with 'partykit' (Hothorn and Zeileis, 2015. and Hothorn et al, 2006. doi:10.1198/106186006X133933), and accelerated oblique random forests with 'aorsf' (Jaeger et al, 2022 doi:10.5281/zenodo.7116854).


Documentation


Team


Insights

Last 30 days

This package has been downloaded 1,455 times in the last 30 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 63 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 23, 2025
70 downloadsMar 24, 2025
42 downloadsMar 25, 2025
32 downloadsMar 26, 2025
57 downloadsMar 27, 2025
49 downloadsMar 28, 2025
27 downloadsMar 29, 2025
27 downloadsMar 30, 2025
40 downloadsMar 31, 2025
44 downloadsApr 1, 2025
40 downloadsApr 2, 2025
60 downloadsApr 3, 2025
37 downloadsApr 4, 2025
34 downloadsApr 5, 2025
24 downloadsApr 6, 2025
79 downloadsApr 7, 2025
82 downloadsApr 8, 2025
44 downloadsApr 9, 2025
40 downloadsApr 10, 2025
57 downloadsApr 11, 2025
64 downloadsApr 12, 2025
38 downloadsApr 13, 2025
61 downloadsApr 14, 2025
85 downloadsApr 15, 2025
56 downloadsApr 16, 2025
63 downloadsApr 17, 2025
38 downloadsApr 18, 2025
34 downloadsApr 19, 2025
21 downloadsApr 20, 2025
47 downloadsApr 21, 2025
63 downloadsApr 22, 2025
0 downloadsApr 23, 2025
0 downloadsApr 24, 2025
0 downloadsApr 25, 2025
0 downloadsApr 26, 2025
21
85

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 23,256 times in the last 365 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The day with the most downloads was Jul 30, 2024 with 240 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

  • Depends1 package
  • Imports7 packages
  • Suggests10 packages
  • Reverse Suggests2 packages