Merge pull request #103 from tidymodels/post-render

add and use post-render.R script

Author: EmilHvitfeldt

404.html.md

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 ![](images/evil-come-at-me-bro-cupcake-by-allison-horst.jpg){height="500" fig-alt="recipes rx sticker, modified to add evil eyes and mouth. Flaming topping and to be holding a knife and a cleaver, both of which are escaping the hex frame."}
 
 The page you requested cannot be found (perhaps it was moved or renamed).

_freeze/find/parsnip/index/execute-results/html.json

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-    "markdown": "---\ntitle: Search sparse compatible models and steps\nweight: 4\ndescription: | \n Find recipe steps and model engines that work with sparse data.\ntoc: true\ntoc-depth: 0\ninclude-after-body: ../../resources.html\ncss: ../styles-find.css\n---\n\n\n\n\n\n## Models\n\nBelow is all the model engine combinations that support sparse data. It is known that `ranger` supports sparse data as an input, it doesn’t use it any differently than dense data. Thus there isn't much benefit to using sparse structures.\n\n\n\n::: {.cell}\n::: {.cell-output-display}\n\n```{=html}\n<ul>\n<li>\n<code>boost_tree</code>\n</li>\n<ul>\n<li>\n<a href=\"https://parsnip.tidymodels.org//reference/details_boost_tree_xgboost.html\">xgboost</a>\n</li>\n</ul>\n<li>\n<code>linear_reg</code>\n</li>\n<ul>\n<li>\n<a href=\"https://parsnip.tidymodels.org//reference/details_linear_reg_glmnet.html\">glmnet</a>\n</li>\n</ul>\n<li>\n<code>logistic_reg</code>\n</li>\n<ul>\n<li>\n<a href=\"https://parsnip.tidymodels.org//reference/details_logistic_reg_glmnet.html\">glmnet</a>\n</li>\n<li>\n<a href=\"https://parsnip.tidymodels.org//reference/details_logistic_reg_LiblineaR.html\">LiblineaR</a>\n</li>\n</ul>\n<li>\n<code>multinom_reg</code>\n</li>\n<ul>\n<li>\n<a href=\"https://parsnip.tidymodels.org//reference/details_multinom_reg_glmnet.html\">glmnet</a>\n</li>\n</ul>\n<li>\n<code>poisson_reg</code>\n</li>\n<ul>\n<li>\n<a href=\"https://parsnip.tidymodels.org//reference/details_poisson_reg_glmnet.html\">glmnet</a>\n</li>\n</ul>\n<li>\n<code>rand_forest</code>\n</li>\n<ul>\n<li>\n<a href=\"https://parsnip.tidymodels.org//reference/details_rand_forest_ranger.html\">ranger</a>\n</li>\n</ul>\n<li>\n<code>svm_linear</code>\n</li>\n<ul>\n<li>\n<a href=\"https://parsnip.tidymodels.org//reference/details_svm_linear_LiblineaR.html\">LiblineaR</a>\n</li>\n</ul>\n</ul>\n```\n\n:::\n:::\n\n\n\n## Steps\n\nSparse data compatibility for steps comes in 2 flavors. The first kind generates sparse data from dense data. Often converting categorical variables to many sparse columns. This type of step is listed here:\n\n\n\n::: {.cell}\n::: {.cell-output-display}\n\n```{=html}\n<ul>\n<li><a href='https://recipes.tidymodels.org//reference/step_count.html' target='_blank'><tt>step_count</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_dummy.html' target='_blank'><tt>step_dummy</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_dummy_extract.html' target='_blank'><tt>step_dummy_extract</tt></a></li>\n<li><a href='https://textrecipes.tidymodels.org//reference/step_dummy_hash.html' target='_blank'><tt>step_dummy_hash</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_dummy_multi_choice.html' target='_blank'><tt>step_dummy_multi_choice</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_holiday.html' target='_blank'><tt>step_holiday</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_indicate_na.html' target='_blank'><tt>step_indicate_na</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_regex.html' target='_blank'><tt>step_regex</tt></a></li>\n<li><a href='https://textrecipes.tidymodels.org//reference/step_texthash.html' target='_blank'><tt>step_texthash</tt></a></li>\n<li><a href='https://textrecipes.tidymodels.org//reference/step_tf.html' target='_blank'><tt>step_tf</tt></a></li>\n<li><a href='https://textrecipes.tidymodels.org//reference/step_tfidf.html' target='_blank'><tt>step_tfidf</tt></a></li>\n</ul>\n```\n\n:::\n:::\n\n\n\nThe other type of sparse compatible steps are the ones that can take sparse data as input and operate on them while preserving the sparsity. These steps can thus safely be applied to columns that are produced by the above steps. This type of step is listed here:\n\n\n\n::: {.cell}\n::: {.cell-output-display}\n\n```{=html}\n<ul>\n<li><a href='https://recipes.tidymodels.org//reference/step_arrange.html' target='_blank'><tt>step_arrange</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_filter.html' target='_blank'><tt>step_filter</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_filter_missing.html' target='_blank'><tt>step_filter_missing</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_impute_mean.html' target='_blank'><tt>step_impute_mean</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_impute_median.html' target='_blank'><tt>step_impute_median</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_lag.html' target='_blank'><tt>step_lag</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_naomit.html' target='_blank'><tt>step_naomit</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_rename.html' target='_blank'><tt>step_rename</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_rename_at.html' target='_blank'><tt>step_rename_at</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_rm.html' target='_blank'><tt>step_rm</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_sample.html' target='_blank'><tt>step_sample</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_scale.html' target='_blank'><tt>step_scale</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_select.html' target='_blank'><tt>step_select</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_shuffle.html' target='_blank'><tt>step_shuffle</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_slice.html' target='_blank'><tt>step_slice</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_sqrt.html' target='_blank'><tt>step_sqrt</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_zv.html' target='_blank'><tt>step_zv</tt></a></li>\n</ul>\n```\n\n:::\n:::\n",
+    "markdown": "---\ntitle: Search sparse compatible models and steps\nweight: 4\ndescription: | \n Find recipe steps and model engines that work with sparse data.\ntoc: true\ntoc-depth: 0\ninclude-after-body: ../../resources.html\ncss: ../styles-find.css\n---\n\n\n\n\n\n\n## Models\n\nBelow is all the model engine combinations that support sparse data. It is known that `ranger` supports sparse data as an input, it doesn’t use it any differently than dense data. Thus there isn't much benefit to using sparse structures.\n\n\n\n\n::: {.cell}\n::: {.cell-output-display}\n\n```{=html}\n<ul>\n<li>\n<code>boost_tree</code>\n</li>\n<ul>\n<li>\n<a href=\"https://parsnip.tidymodels.org//reference/details_boost_tree_xgboost.html\">xgboost</a>\n</li>\n</ul>\n<li>\n<code>linear_reg</code>\n</li>\n<ul>\n<li>\n<a href=\"https://parsnip.tidymodels.org//reference/details_linear_reg_glmnet.html\">glmnet</a>\n</li>\n</ul>\n<li>\n<code>logistic_reg</code>\n</li>\n<ul>\n<li>\n<a href=\"https://parsnip.tidymodels.org//reference/details_logistic_reg_glmnet.html\">glmnet</a>\n</li>\n<li>\n<a href=\"https://parsnip.tidymodels.org//reference/details_logistic_reg_LiblineaR.html\">LiblineaR</a>\n</li>\n</ul>\n<li>\n<code>multinom_reg</code>\n</li>\n<ul>\n<li>\n<a href=\"https://parsnip.tidymodels.org//reference/details_multinom_reg_glmnet.html\">glmnet</a>\n</li>\n</ul>\n<li>\n<code>poisson_reg</code>\n</li>\n<ul>\n<li>\n<a href=\"https://parsnip.tidymodels.org//reference/details_poisson_reg_glmnet.html\">glmnet</a>\n</li>\n</ul>\n<li>\n<code>rand_forest</code>\n</li>\n<ul>\n<li>\n<a href=\"https://parsnip.tidymodels.org//reference/details_rand_forest_ranger.html\">ranger</a>\n</li>\n</ul>\n<li>\n<code>svm_linear</code>\n</li>\n<ul>\n<li>\n<a href=\"https://parsnip.tidymodels.org//reference/details_svm_linear_LiblineaR.html\">LiblineaR</a>\n</li>\n</ul>\n</ul>\n```\n\n:::\n:::\n\n\n\n\n## Steps\n\nSparse data compatibility for steps comes in 2 flavors. The first kind generates sparse data from dense data. Often converting categorical variables to many sparse columns. This type of step is listed here:\n\n\n\n\n::: {.cell}\n::: {.cell-output-display}\n\n```{=html}\n<ul>\n<li><a href='https://recipes.tidymodels.org//reference/step_count.html' target='_blank'><tt>step_count</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_dummy.html' target='_blank'><tt>step_dummy</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_dummy_extract.html' target='_blank'><tt>step_dummy_extract</tt></a></li>\n<li><a href='https://textrecipes.tidymodels.org//reference/step_dummy_hash.html' target='_blank'><tt>step_dummy_hash</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_dummy_multi_choice.html' target='_blank'><tt>step_dummy_multi_choice</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_holiday.html' target='_blank'><tt>step_holiday</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_indicate_na.html' target='_blank'><tt>step_indicate_na</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_regex.html' target='_blank'><tt>step_regex</tt></a></li>\n<li><a href='https://textrecipes.tidymodels.org//reference/step_texthash.html' target='_blank'><tt>step_texthash</tt></a></li>\n<li><a href='https://textrecipes.tidymodels.org//reference/step_tf.html' target='_blank'><tt>step_tf</tt></a></li>\n<li><a href='https://textrecipes.tidymodels.org//reference/step_tfidf.html' target='_blank'><tt>step_tfidf</tt></a></li>\n</ul>\n```\n\n:::\n:::\n\n\n\n\nThe other type of sparse compatible steps are the ones that can take sparse data as input and operate on them while preserving the sparsity. These steps can thus safely be applied to columns that are produced by the above steps. This type of step is listed here:\n\n\n\n\n::: {.cell}\n::: {.cell-output-display}\n\n```{=html}\n<ul>\n<li><a href='https://recipes.tidymodels.org//reference/step_arrange.html' target='_blank'><tt>step_arrange</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_filter.html' target='_blank'><tt>step_filter</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_filter_missing.html' target='_blank'><tt>step_filter_missing</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_impute_mean.html' target='_blank'><tt>step_impute_mean</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_impute_median.html' target='_blank'><tt>step_impute_median</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_lag.html' target='_blank'><tt>step_lag</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_naomit.html' target='_blank'><tt>step_naomit</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_rename.html' target='_blank'><tt>step_rename</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_rename_at.html' target='_blank'><tt>step_rename_at</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_rm.html' target='_blank'><tt>step_rm</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_sample.html' target='_blank'><tt>step_sample</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_scale.html' target='_blank'><tt>step_scale</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_select.html' target='_blank'><tt>step_select</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_shuffle.html' target='_blank'><tt>step_shuffle</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_slice.html' target='_blank'><tt>step_slice</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_sqrt.html' target='_blank'><tt>step_sqrt</tt></a></li>\n<li><a href='https://recipes.tidymodels.org//reference/step_zv.html' target='_blank'><tt>step_zv</tt></a></li>\n</ul>\n```\n\n:::\n:::\n",
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