tidymodels/workshops tidymodels/workshops

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tidymodels/workshops
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tidymodels

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Repository Details

Website and materials for tidymodels workshops

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Pipeable steps for feature engineering and data preprocessing to prepare for modeling
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Tidy methods for measuring model performance
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Classes and functions to create and summarize resampling objects
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Tools for tidy parameter tuning
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Run predictions inside the database
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workflows

Modeling Workflows
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Extra recipes for Text Processing
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Extra recipes steps for dealing with unbalanced data
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Extra recipes for predictor embeddings
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Legacy Source of tidymodels.org
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Create a collection of modeling workflows
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Additional functions for model tuning
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shinymodels

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rules

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planning

Documents to plan and discuss future development
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baguette

parsnip Model Functions for Bagging
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modeldata

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poissonreg

parsnip wrappers for Poisson regression
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desirability2

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modelenv

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tailor

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survivalauc

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