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    57 repositories

    • parsnip

      Public
      A tidy unified interface to models
      R
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      Other
      •88•595•72•6•Updated Oct 22, 2024Oct 22, 2024

    • recipes

      Public
      Pipeable steps for feature engineering and data preprocessing to prepare for modeling
      R
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      Other
      •112•567•82•7•Updated Oct 22, 2024Oct 22, 2024

    • broom

      Public
      Convert statistical analysis objects from R into tidy format
      modelingtidy-datar
      R
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      Other
      •304•1.4k•6•3•Updated Oct 21, 2024Oct 21, 2024

    • extratests

      Public
      Integration and other testing for tidymodels
      R
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      Other
      •1•20•6•5•Updated Oct 21, 2024Oct 21, 2024

    • brulee

      Public
      High-Level Modeling Functions with 'torch'
      R
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      Other
      •7•67•7•2•Updated Oct 21, 2024Oct 21, 2024

    • workflows

      Public
      Modeling Workflows
      R
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      Other
      •23•207•16•3•Updated Oct 21, 2024Oct 21, 2024

    • hardhat

      Public
      Construct Modeling Packages
      R
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      Other
      •17•103•5•1•Updated Oct 21, 2024Oct 21, 2024

    • dials

      Public
      Tools for creating tuning parameter values
      R
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      Other
      •26•111•15•2•Updated Oct 21, 2024Oct 21, 2024

    • modeldata

      Public
      Data Sets Used by tidymodels Packages
      R
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      Other
      •5•22•2•1•Updated Oct 20, 2024Oct 20, 2024

    • desirability2

      Public
      Desirability Functions for Multiparameter Optimization
      R
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      Other
      •1•10•1•0•Updated Oct 19, 2024Oct 19, 2024

    • tune

      Public
      Tools for tidy parameter tuning
      R
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      Other
      •42•277•66•1•Updated Oct 18, 2024Oct 18, 2024

    • tidyposterior

      Public
      Bayesian comparisons of models using resampled statistics
      R
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      Other
      •10•102•6•0•Updated Oct 17, 2024Oct 17, 2024

    • usemodels

      Public
      Boilerplate Code for tidymodels
      R
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      Other
      •5•84•5•0•Updated Oct 17, 2024Oct 17, 2024

    • multilevelmod

      Public
      Parsnip wrappers for mixed-level and hierarchical models
      R
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      Other
      •3•74•10•0•Updated Oct 17, 2024Oct 17, 2024

    • orbital

      Public
      Turn Tidymodels Workflows Into Series of Equations
      R
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      Other
      •1•15•9•1•Updated Oct 17, 2024Oct 17, 2024

    • tailor

      Public
      Iterative Steps for Postprocessing Model Predictions
      R
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      Other
      •0•10•12•1•Updated Oct 16, 2024Oct 16, 2024

    • probably

      Public
      Tools for post-processing class probability estimates
      R
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      Other
      •15•115•21•0•Updated Oct 16, 2024Oct 16, 2024

    • rules

      Public
      parsnip extension for rule-based models
      R
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      Other
      •4•40•1•0•Updated Oct 16, 2024Oct 16, 2024

    • tidymodels

      Public
      Easily install and load the tidymodels packages
      R
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      Other
      •64•770•7•1•Updated Oct 16, 2024Oct 16, 2024

    • discrim

      Public
      Wrappers for discriminant analysis and naive Bayes models for use with the parsnip package
      R
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      Other
      •3•28•4•0•Updated Oct 16, 2024Oct 16, 2024

    • plsmod

      Public
      Model Wrappers for Projection Methods
      R
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      Other
      •2•14•3•0•Updated Oct 16, 2024Oct 16, 2024

    • workflowsets

      Public
      Create a collection of modeling workflows
      R
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      Other
      •10•92•11•0•Updated Oct 15, 2024Oct 15, 2024

    • baguette

      Public
      parsnip Model Functions for Bagging
      R
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      Other
      •8•24•5•0•Updated Oct 15, 2024Oct 15, 2024

    • bonsai

      Public
      parsnip wrappers for tree-based models
      R
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      Other
      •7•51•9•0•Updated Oct 15, 2024Oct 15, 2024

    • censored

      Public
      Parsnip wrappers for survival models
      parsniptidymodels
      R
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      Other
      •12•123•22•2•Updated Oct 15, 2024Oct 15, 2024

    • tidymodels.org

      Public
      Source of tidymodels.org
      JavaScript
      •15•19•16•5•Updated Oct 14, 2024Oct 14, 2024

    • modelenv

      Public
      Provide Tools to Register Models for use in Tidymodels
      R
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      Other
      •0•4•0•0•Updated Oct 14, 2024Oct 14, 2024

    • spatialsample

      Public
      Create and summarize spatial resampling objects 🗺
      R
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      Other
      •5•71•3•0•Updated Oct 2, 2024Oct 2, 2024

    • rsample

      Public
      Classes and functions to create and summarize resampling objects
      R
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      Other
      •67•341•34•0•Updated Sep 27, 2024Sep 27, 2024

    • embed

      Public
      Extra recipes for predictor embeddings
      R
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      Other
      •18•142•12•0•Updated Sep 26, 2024Sep 26, 2024