https://github.com/tidymodels/bonsai

parsnip wrappers for tree-based models
https://github.com/tidymodels/bonsai

Last synced: about 2 months ago
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parsnip wrappers for tree-based models

• Host: GitHub
• URL: https://github.com/tidymodels/bonsai
• Owner: tidymodels
• License: other
• Created: 2022-04-29T13:33:22.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2025-02-12T13:50:50.000Z (3 months ago)
• Last Synced: 2025-03-29T12:06:42.930Z (about 2 months ago)
• Language: R
• Homepage: https://bonsai.tidymodels.org
• Size: 2.78 MB
• Stars: 52
• Watchers: 6
• Forks: 8
• Open Issues: 13
• Metadata Files:
  • Readme: README.Rmd
  • Changelog: NEWS.md
  • Contributing: .github/CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: .github/CODE_OF_CONDUCT.md
  • Support: .github/SUPPORT.md

Awesome Lists containing this project

README

        
---

output: github_document

---

```{r, include = FALSE}

knitr::opts_chunk$set(

  collapse = TRUE,

  comment = "#>",

  fig.path = "man/figures/README-",

  out.width = "100%"

)

```

# bonsai 

[![Lifecycle: experimental](https://img.shields.io/badge/lifecycle-experimental-orange.svg)](https://lifecycle.r-lib.org/articles/stages.html#experimental)

[![CRAN status](https://www.r-pkg.org/badges/version/bonsai)](https://CRAN.R-project.org/package=bonsai)

[![Codecov test coverage](https://codecov.io/gh/tidymodels/bonsai/branch/main/graph/badge.svg)](https://app.codecov.io/gh/tidymodels/bonsai?branch=main)

[![R-CMD-check](https://github.com/tidymodels/bonsai/workflows/R-CMD-check/badge.svg)](https://github.com/tidymodels/bonsai/actions)

bonsai provides bindings for additional tree-based model engines for use with the [parsnip](https://parsnip.tidymodels.org/) package. 

This package is based off of the work done in the [treesnip repository](https://github.com/curso-r/treesnip) by Athos Damiani, Daniel Falbel, and Roel Hogervorst. bonsai is the official CRAN version of the package; new development will reside here.  

## Installation

You can install the most recent official release of bonsai with:

``` r

install.packages("bonsai")

```

You can install the development version of bonsai from [GitHub](https://github.com/) with:

``` r

# install.packages("pak")

pak::pak("tidymodels/bonsai")

```

  

## Available Engines

The bonsai package provides additional engines for the models in the following table:

```{r, echo = FALSE, message = FALSE}

library(parsnip)

parsnip_models <- get_from_env("models") %>%

  setNames(., .) %>%

  purrr::map_dfr(get_from_env, .id = "model")

library(bonsai)

bonsai_models <- get_from_env("models") %>%

  setNames(., .) %>%

  purrr::map_dfr(get_from_env, .id = "model")

dplyr::anti_join(

  bonsai_models, parsnip_models, 

  by = c("model", "engine", "mode")

) %>%

  knitr::kable()

```

## Code of Conduct

  

Please note that the bonsai project is released with a [Contributor Code of Conduct](https://contributor-covenant.org/version/2/0/CODE_OF_CONDUCT.html). By contributing to this project, you agree to abide by its terms.