From 079447d7046e96eb44eb25f874274bf621950d55 Mon Sep 17 00:00:00 2001 From: Emil Hvitfeldt Date: Wed, 3 Dec 2025 13:18:31 -0800 Subject: [PATCH 1/4] xgboost post --- content/blog/tidymodels-xgboost/index.Rmd | 25 ++++++++++++++++ content/blog/tidymodels-xgboost/index.md | 28 ++++++++++++++++++ .../blog/tidymodels-xgboost/thumbnail-sq.jpg | Bin 0 -> 75843 bytes .../blog/tidymodels-xgboost/thumbnail-wd.jpg | Bin 0 -> 153484 bytes 4 files changed, 53 insertions(+) create mode 100644 content/blog/tidymodels-xgboost/index.Rmd create mode 100644 content/blog/tidymodels-xgboost/index.md create mode 100644 content/blog/tidymodels-xgboost/thumbnail-sq.jpg create mode 100644 content/blog/tidymodels-xgboost/thumbnail-wd.jpg diff --git a/content/blog/tidymodels-xgboost/index.Rmd b/content/blog/tidymodels-xgboost/index.Rmd new file mode 100644 index 000000000..b07cbb821 --- /dev/null +++ b/content/blog/tidymodels-xgboost/index.Rmd @@ -0,0 +1,25 @@ +--- +output: hugodown::hugo_document + +slug: tidymodels-xgboost +title: tidymodels & xgboost +date: 2025-12-05 +author: Emil Hvitfeldt +description: > + The tidymodels ecosystem is prepared for big xgboost CRAN release. + +photo: + url: https://unsplash.com/photos/person-in-green-jacket-and-black-pants-riding-black-snowboard-on-snow-covered-mountain-during-daytime-l6ZJR-7ZpQY + author: Markos Mant + +categories: [other] +tags: [tidymodels] +--- + +The [xgboost](https://xgboost.readthedocs.io/en/stable/r_docs/R-package/docs/index.html) library has recently gotten a big CRAN release. Jumping from version 1.7.11.1 to 3.1.2.1. We at the tidymodels team have been following the development and have done our best to ensure that your experience is unaffected by this release. + +In addition to all the new features and improvements that are now available for users relying on CRAN versions of packages, there are also a few breaking changes. Specifically between version 1.x and 2.x of the xgboost library. The xgboost team has kindly provided a [migration guide](https://xgboost.readthedocs.io/en/stable/R-package/migration_guide.html) for how to update your code if you are upgrading from before version 2.x. + +If you are using xgboost purely through tidymodels via functions like `parsnip::boost_tree()` and `embed::step_discretize_xgb()`, you should not need to change anything, as we have updated our packages to work with both the new and old versions of xgboost. If you are having any issues, please let us know by filing an issue for the affected package. + +We look forward to integrating parsnip more deeply into these new changes, such as support for [categorical predictors](https://xgboost.readthedocs.io/en/stable/tutorials/categorical.html) and [quantile regression](https://xgboost.readthedocs.io/en/stable/python/examples/quantile_regression.html#quantile-regression). \ No newline at end of file diff --git a/content/blog/tidymodels-xgboost/index.md b/content/blog/tidymodels-xgboost/index.md new file mode 100644 index 000000000..6369e7c42 --- /dev/null +++ b/content/blog/tidymodels-xgboost/index.md @@ -0,0 +1,28 @@ +--- +output: hugodown::hugo_document + +slug: tidymodels-xgboost +title: tidymodels & xgboost +date: 2025-12-05 +author: Emil Hvitfeldt +description: > + The tidymodels ecosystem is prepared for big xgboost CRAN release. + +photo: + url: https://unsplash.com/photos/person-in-green-jacket-and-black-pants-riding-black-snowboard-on-snow-covered-mountain-during-daytime-l6ZJR-7ZpQY + author: Markos Mant + +categories: [other] +tags: [tidymodels] +rmd_hash: 366303f100631c01 + +--- + +The [xgboost](https://xgboost.readthedocs.io/en/stable/r_docs/R-package/docs/index.html) library has recently gotten a big CRAN release. Jumping from version 1.7.11.1 to 3.1.2.1. We at the tidymodels team have been following the development and have done our best to ensure that your experience is unaffected by this release. + +In addition to all the new features and improvements that are now available for users relying on CRAN versions of packages, there are also a few breaking changes. Specifically between version 1.x and 2.x of the xgboost library. The xgboost team has kindly provided a [migration guide](https://xgboost.readthedocs.io/en/stable/R-package/migration_guide.html) for how to update your code if you are upgrading from before version 2.x. + +If you are using xgboost purely through tidymodels via functions like [`parsnip::boost_tree()`](https://parsnip.tidymodels.org/reference/boost_tree.html) and [`embed::step_discretize_xgb()`](https://embed.tidymodels.org/reference/step_discretize_xgb.html), you should not need to change anything, as we have updated our packages to work with both the new and old versions of xgboost. If you are having any issues, please let us know by filing an issue for the affected package. + +We look forward to integrating parsnip more deeply into these new changes, such as support for [categorical predictors](https://xgboost.readthedocs.io/en/stable/tutorials/categorical.html) and [quantile regression](https://xgboost.readthedocs.io/en/stable/python/examples/quantile_regression.html#quantile-regression). + diff --git a/content/blog/tidymodels-xgboost/thumbnail-sq.jpg b/content/blog/tidymodels-xgboost/thumbnail-sq.jpg new file mode 100644 index 0000000000000000000000000000000000000000..722b4a22722a337e7c178544a7c5cee4261ab58d GIT binary patch literal 75843 zcmeEucf8xw^|;@A*$I$EfUq7RBmt9Hl6OcTvSrJXY}v9b+j1F^WZ9M_S;O)K+AvE9 zZCQa(I)G9Nl(Kgz5Js7$%+f*!qm=zElrlT`UE6^KO8NEs`~3c_-g|!6cbt39x#ymH z&bjyM<6nRL!ki)zjUJWBrsG61<{BGwx#lF2O2ZhR>vHK0$IjxB$s%8xoc@Sw+%?lR z%>}z$g48rqY&_=z4-tz_HbJF9di(R2M_Cv((4B4vfe0zIs=@|vR)pf z?*Zvk+ASHRCz2q2a$Au*ApImrFV$MQ0@5FV^g>-0nl9IrIfHyhmTDjkf%F_ZmyLq- 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zN$VVOsx;|_*LzKHE*mG?zU4`OM=_PE7vSl(&F`RxsH70kiUg6lK3F;FO#_)w5!C)D;!6 zE1I{mM0op}wHn$?ede5HrNMAuhdrh5jb3Nsl0HT9w;tkeZd^OX3TJ9<4DygOd}x}D zy|o%bohl1SAc0EVR+_K0BIQ+|cTNn^!ch#0U^ESdqsT%DR=s+)Gu3%>xwy>vthBfA zuZWY-F$Ax^blZt-qfM{}C{f*4v}_@J_iauUSd85hCVh002-y3_89-?4+83PR_i)pk z!u{TwB>ws}8Ca!d>)|AX%&bbDyYct3*DpXCg2ldI{Qm$l=d-oDzq#%x(yM9;fYoZn oQ)v+4he;bN~PV literal 0 HcmV?d00001 From d7b8043acbe6f428645807f07c40ffa565f579dd Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E2=80=98topepo=E2=80=99?= Date: Wed, 10 Dec 2025 13:32:08 -0500 Subject: [PATCH 2/4] added a list of packages --- content/blog/tidymodels-xgboost/index.Rmd | 17 +++++++++++++++-- content/blog/tidymodels-xgboost/index.md | 14 ++++++++++++-- 2 files changed, 27 insertions(+), 4 deletions(-) diff --git a/content/blog/tidymodels-xgboost/index.Rmd b/content/blog/tidymodels-xgboost/index.Rmd index b07cbb821..f20e1a519 100644 --- a/content/blog/tidymodels-xgboost/index.Rmd +++ b/content/blog/tidymodels-xgboost/index.Rmd @@ -20,6 +20,19 @@ The [xgboost](https://xgboost.readthedocs.io/en/stable/r_docs/R-package/docs/ind In addition to all the new features and improvements that are now available for users relying on CRAN versions of packages, there are also a few breaking changes. Specifically between version 1.x and 2.x of the xgboost library. The xgboost team has kindly provided a [migration guide](https://xgboost.readthedocs.io/en/stable/R-package/migration_guide.html) for how to update your code if you are upgrading from before version 2.x. -If you are using xgboost purely through tidymodels via functions like `parsnip::boost_tree()` and `embed::step_discretize_xgb()`, you should not need to change anything, as we have updated our packages to work with both the new and old versions of xgboost. If you are having any issues, please let us know by filing an issue for the affected package. +If you are using xgboost purely through tidymodels via functions like [`parsnip::boost_tree()`](https://parsnip.tidymodels.org/reference/boost_tree.html) and [`embed::step_discretize_xgb()`](https://embed.tidymodels.org/reference/step_discretize_xgb.html), you should not need to change anything, as we have updated our packages to work with both the new and old versions of xgboost. If you are having any issues, please let us know by filing an issue for the affected package. + +We look forward to integrating parsnip more deeply into these new changes, such as support for [categorical predictors](https://xgboost.readthedocs.io/en/stable/tutorials/categorical.html) and [quantile regression](https://xgboost.readthedocs.io/en/stable/python/examples/quantile_regression.html#quantile-regression). + +Here are the package that we've updated or helped the maintainers update + +- [parsnip](https://parsnip.tidymodels.org/news/index.html#parsnip-140) +- [tidypredict](https://tidypredict.tidymodels.org/news/index.html#tidypredict-100) +- [embed](https://embed.tidymodels.org/news/index.html#embed-121) +- [butcher](https://butcher.tidymodels.org/news/index.html#butcher-040) +- [lime](https://github.com/tidymodels/lime) +- [bundle](https://rstudio.github.io/bundle/dev/news/index.html#bundle-development-version) +- [vetiver](https://rstudio.github.io/vetiver-r/dev/index.html) +- [xf](https://github.com/holub008/xrf/releases/tag/0.3.0) +- [modeltime](https://business-science.github.io/modeltime/) -We look forward to integrating parsnip more deeply into these new changes, such as support for [categorical predictors](https://xgboost.readthedocs.io/en/stable/tutorials/categorical.html) and [quantile regression](https://xgboost.readthedocs.io/en/stable/python/examples/quantile_regression.html#quantile-regression). \ No newline at end of file diff --git a/content/blog/tidymodels-xgboost/index.md b/content/blog/tidymodels-xgboost/index.md index 6369e7c42..f20e1a519 100644 --- a/content/blog/tidymodels-xgboost/index.md +++ b/content/blog/tidymodels-xgboost/index.md @@ -14,8 +14,6 @@ photo: categories: [other] tags: [tidymodels] -rmd_hash: 366303f100631c01 - --- The [xgboost](https://xgboost.readthedocs.io/en/stable/r_docs/R-package/docs/index.html) library has recently gotten a big CRAN release. Jumping from version 1.7.11.1 to 3.1.2.1. We at the tidymodels team have been following the development and have done our best to ensure that your experience is unaffected by this release. @@ -26,3 +24,15 @@ If you are using xgboost purely through tidymodels via functions like [`parsnip: We look forward to integrating parsnip more deeply into these new changes, such as support for [categorical predictors](https://xgboost.readthedocs.io/en/stable/tutorials/categorical.html) and [quantile regression](https://xgboost.readthedocs.io/en/stable/python/examples/quantile_regression.html#quantile-regression). +Here are the package that we've updated or helped the maintainers update + +- [parsnip](https://parsnip.tidymodels.org/news/index.html#parsnip-140) +- [tidypredict](https://tidypredict.tidymodels.org/news/index.html#tidypredict-100) +- [embed](https://embed.tidymodels.org/news/index.html#embed-121) +- [butcher](https://butcher.tidymodels.org/news/index.html#butcher-040) +- [lime](https://github.com/tidymodels/lime) +- [bundle](https://rstudio.github.io/bundle/dev/news/index.html#bundle-development-version) +- [vetiver](https://rstudio.github.io/vetiver-r/dev/index.html) +- [xf](https://github.com/holub008/xrf/releases/tag/0.3.0) +- [modeltime](https://business-science.github.io/modeltime/) + From 093da6eac79a5c22ad580f36051874faf1ab81b5 Mon Sep 17 00:00:00 2001 From: Emil Hvitfeldt Date: Fri, 12 Dec 2025 14:15:53 -0800 Subject: [PATCH 3/4] update date and links --- content/blog/tidymodels-xgboost/index.Rmd | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/content/blog/tidymodels-xgboost/index.Rmd b/content/blog/tidymodels-xgboost/index.Rmd index f20e1a519..4d618ab4e 100644 --- a/content/blog/tidymodels-xgboost/index.Rmd +++ b/content/blog/tidymodels-xgboost/index.Rmd @@ -3,7 +3,7 @@ output: hugodown::hugo_document slug: tidymodels-xgboost title: tidymodels & xgboost -date: 2025-12-05 +date: 2025-12-15 author: Emil Hvitfeldt description: > The tidymodels ecosystem is prepared for big xgboost CRAN release. @@ -30,8 +30,8 @@ Here are the package that we've updated or helped the maintainers update - [tidypredict](https://tidypredict.tidymodels.org/news/index.html#tidypredict-100) - [embed](https://embed.tidymodels.org/news/index.html#embed-121) - [butcher](https://butcher.tidymodels.org/news/index.html#butcher-040) -- [lime](https://github.com/tidymodels/lime) -- [bundle](https://rstudio.github.io/bundle/dev/news/index.html#bundle-development-version) +- [lime](https://github.com/tidymodels/lime/releases/tag/v0.5.4) +- [bundle](https://rstudio.github.io/bundle/dev/news/index.html#bundle-013) - [vetiver](https://rstudio.github.io/vetiver-r/dev/index.html) - [xf](https://github.com/holub008/xrf/releases/tag/0.3.0) - [modeltime](https://business-science.github.io/modeltime/) From 47588b97d2c45d0d285b39f4eb4783919414fca8 Mon Sep 17 00:00:00 2001 From: Emil Hvitfeldt Date: Sun, 14 Dec 2025 19:12:00 -0800 Subject: [PATCH 4/4] update releases list --- content/blog/tidymodels-xgboost/index.Rmd | 14 ++++++------ content/blog/tidymodels-xgboost/index.md | 27 +++++++++++++---------- 2 files changed, 22 insertions(+), 19 deletions(-) diff --git a/content/blog/tidymodels-xgboost/index.Rmd b/content/blog/tidymodels-xgboost/index.Rmd index 4d618ab4e..4309a0f09 100644 --- a/content/blog/tidymodels-xgboost/index.Rmd +++ b/content/blog/tidymodels-xgboost/index.Rmd @@ -26,13 +26,13 @@ We look forward to integrating parsnip more deeply into these new changes, such Here are the package that we've updated or helped the maintainers update -- [parsnip](https://parsnip.tidymodels.org/news/index.html#parsnip-140) -- [tidypredict](https://tidypredict.tidymodels.org/news/index.html#tidypredict-100) -- [embed](https://embed.tidymodels.org/news/index.html#embed-121) +- [bundle](https://rstudio.github.io/bundle/dev/news/index.html#bundle-013) - [butcher](https://butcher.tidymodels.org/news/index.html#butcher-040) +- [embed](https://embed.tidymodels.org/news/index.html#embed-121) - [lime](https://github.com/tidymodels/lime/releases/tag/v0.5.4) -- [bundle](https://rstudio.github.io/bundle/dev/news/index.html#bundle-013) -- [vetiver](https://rstudio.github.io/vetiver-r/dev/index.html) -- [xf](https://github.com/holub008/xrf/releases/tag/0.3.0) - [modeltime](https://business-science.github.io/modeltime/) - +- [orbital](https://orbital.tidymodels.org/news/index.html#orbital-041) +- [parsnip](https://parsnip.tidymodels.org/news/index.html#parsnip-140) +- [tidypredict](https://tidypredict.tidymodels.org/news/index.html#tidypredict-100) +- [vetiver](https://rstudio.github.io/vetiver-r/dev/news/index.html#vetiver-027) +- [xf](https://github.com/holub008/xrf/releases/tag/0.3.0) diff --git a/content/blog/tidymodels-xgboost/index.md b/content/blog/tidymodels-xgboost/index.md index f20e1a519..8763a6782 100644 --- a/content/blog/tidymodels-xgboost/index.md +++ b/content/blog/tidymodels-xgboost/index.md @@ -3,7 +3,7 @@ output: hugodown::hugo_document slug: tidymodels-xgboost title: tidymodels & xgboost -date: 2025-12-05 +date: 2025-12-15 author: Emil Hvitfeldt description: > The tidymodels ecosystem is prepared for big xgboost CRAN release. @@ -14,6 +14,8 @@ photo: categories: [other] tags: [tidymodels] +rmd_hash: ccd7e9b0ad0a886f + --- The [xgboost](https://xgboost.readthedocs.io/en/stable/r_docs/R-package/docs/index.html) library has recently gotten a big CRAN release. Jumping from version 1.7.11.1 to 3.1.2.1. We at the tidymodels team have been following the development and have done our best to ensure that your experience is unaffected by this release. @@ -24,15 +26,16 @@ If you are using xgboost purely through tidymodels via functions like [`parsnip: We look forward to integrating parsnip more deeply into these new changes, such as support for [categorical predictors](https://xgboost.readthedocs.io/en/stable/tutorials/categorical.html) and [quantile regression](https://xgboost.readthedocs.io/en/stable/python/examples/quantile_regression.html#quantile-regression). -Here are the package that we've updated or helped the maintainers update - -- [parsnip](https://parsnip.tidymodels.org/news/index.html#parsnip-140) -- [tidypredict](https://tidypredict.tidymodels.org/news/index.html#tidypredict-100) -- [embed](https://embed.tidymodels.org/news/index.html#embed-121) -- [butcher](https://butcher.tidymodels.org/news/index.html#butcher-040) -- [lime](https://github.com/tidymodels/lime) -- [bundle](https://rstudio.github.io/bundle/dev/news/index.html#bundle-development-version) -- [vetiver](https://rstudio.github.io/vetiver-r/dev/index.html) -- [xf](https://github.com/holub008/xrf/releases/tag/0.3.0) -- [modeltime](https://business-science.github.io/modeltime/) +Here are the package that we've updated or helped the maintainers update + +- [bundle](https://rstudio.github.io/bundle/dev/news/index.html#bundle-013) +- [butcher](https://butcher.tidymodels.org/news/index.html#butcher-040) +- [embed](https://embed.tidymodels.org/news/index.html#embed-121) +- [lime](https://github.com/tidymodels/lime/releases/tag/v0.5.4) +- [modeltime](https://business-science.github.io/modeltime/) +- [orbital](https://orbital.tidymodels.org/news/index.html#orbital-041) +- [parsnip](https://parsnip.tidymodels.org/news/index.html#parsnip-140) +- [tidypredict](https://tidypredict.tidymodels.org/news/index.html#tidypredict-100) +- [vetiver](https://rstudio.github.io/vetiver-r/dev/news/index.html#vetiver-027) +- [xf](https://github.com/holub008/xrf/releases/tag/0.3.0)