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@@ -19,7 +18,7 @@ stacks is an R package for model stacking that aligns with the tidymodels. Model
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The process goes something like this:
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1. Define candidate ensemble members using functionality from [rsample](https://rsample.tidymodels.org/), [parsnip](https://parsnip.tidymodels.org/), [workflows](https://workflows.tidymodels.org/), [recipes](https://recipes.tidymodels.org/), and [tune](http://tune.tidymodels.org/)
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1. Define candidate ensemble members using functionality from [rsample](https://rsample.tidymodels.org/), [parsnip](https://parsnip.tidymodels.org/), [workflows](https://workflows.tidymodels.org/), [recipes](https://recipes.tidymodels.org/), and [tune](https://tune.tidymodels.org/)
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2. Initialize a `data_stack` object with `stacks()`
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3. Iteratively add candidate ensemble members to the `data_stack` with `add_candidates()`
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4. Evaluate how to combine their predictions with `blend_predictions()`
@@ -64,13 +63,13 @@ The full visual outline for these steps can be found [here](https://github.com/t
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## contributing
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This project is released with a [Contributor Code of Conduct](CODE_OF_CONDUCT.md). By contributing to this project, you agree to abide by its terms.
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This project is released with a [Contributor Code of Conduct](https://github.com/tidymodels/stacks/blob/main/CODE_OF_CONDUCT.md). By contributing to this project, you agree to abide by its terms.
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- For questions and discussions about tidymodels packages, modeling, and machine learning, please [post on RStudio Community](https://rstd.io/tidymodels-community).
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- For questions and discussions about tidymodels packages, modeling, and machine learning, please [post on RStudio Community](https://community.rstudio.com/new-topic?category_id=15&tags=tidymodels,question).
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- If you think you have encountered a bug, please [submit an issue](https://github.com/tidymodels/stacks/issues).
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- Either way, learn how to create and share a [reprex](https://rstd.io/reprex) (a minimal, reproducible example), to clearly communicate about your code.
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- Either way, learn how to create and share a [reprex](https://reprex.tidyverse.org/articles/articles/learn-reprex.html) (a minimal, reproducible example), to clearly communicate about your code.
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- Check out further details on [contributing guidelines for tidymodels packages](https://www.tidymodels.org/contribute/) and [how to get help](https://www.tidymodels.org/help/).
## stacks - tidy model stacking <ahref='https://stacks.tidymodels.org'><imgsrc='man/figures/logo.png'align="right"height="280" /></a>
@@ -25,7 +24,7 @@ The process goes something like this:
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[parsnip](https://parsnip.tidymodels.org/),
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[workflows](https://workflows.tidymodels.org/),
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[recipes](https://recipes.tidymodels.org/), and
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[tune](http://tune.tidymodels.org/)
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[tune](https://tune.tidymodels.org/)
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2. Initialize a `data_stack` object with `stacks()`
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3. Iteratively add candidate ensemble members to the `data_stack` with
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`add_candidates()`
@@ -112,19 +111,18 @@ vignette for an example of how this grammar is implemented\!
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## contributing
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This project is released with a [Contributor Code of
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Conduct](CODE_OF_CONDUCT.md). By contributing to this project, you agree
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This project is released with a [Contributor Code of Conduct](https://github.com/tidymodels/stacks/blob/main/CODE_OF_CONDUCT.md). By contributing to this project, you agree
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to abide by its terms.
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- For questions and discussions about tidymodels packages, modeling,
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