tidymodels

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57 repositories

tidymodels.org
Public
Source of tidymodels.org
JavaScript
•14•19•17•5•Updated Nov 24, 2024Nov 24, 2024
tailor
Public
Iterative Steps for Postprocessing Model Predictions
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•2•10•18•0•Updated Nov 22, 2024Nov 22, 2024
tidypredict
Public
Run predictions inside the database
r dplyr rlang purrr dbplyr
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•31•258•17•2•Updated Nov 22, 2024Nov 22, 2024
embed
Public
Extra recipes for predictor embeddings
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•19•142•13•0•Updated Nov 22, 2024Nov 22, 2024
tune
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Tools for tidy parameter tuning
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•42•282•74•4•Updated Nov 22, 2024Nov 22, 2024
workflows
Public
Modeling Workflows
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•23•207•16•2•Updated Nov 15, 2024Nov 15, 2024
dials
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Tools for creating tuning parameter values
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•27•114•14•2•Updated Nov 15, 2024Nov 15, 2024
recipes
Public
Pipeable steps for feature engineering and data preprocessing to prepare for modeling
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•113•573•89•4•Updated Nov 14, 2024Nov 14, 2024
extratests
Public
Integration and other testing for tidymodels
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•1•21•7•5•Updated Nov 14, 2024Nov 14, 2024
parsnip
Public
A tidy unified interface to models
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•89•600•74•6•Updated Nov 13, 2024Nov 13, 2024
poissonreg
Public
parsnip wrappers for Poisson regression
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•4•22•3•0•Updated Nov 13, 2024Nov 13, 2024
orbital
Public
Turn Tidymodels Workflows Into Series of Equations
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•1•19•9•2•Updated Nov 12, 2024Nov 12, 2024
finetune
Public
Additional functions for model tuning
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•8•62•8•1•Updated Nov 12, 2024Nov 12, 2024
hardhat
Public
Construct Modeling Packages
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•17•103•7•0•Updated Nov 12, 2024Nov 12, 2024
yardstick
Public
Tidy methods for measuring model performance
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•54•377•47•2•Updated Nov 11, 2024Nov 11, 2024
textrecipes
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Extra recipes for Text Processing
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•14•160•29•0•Updated Nov 11, 2024Nov 11, 2024
themis
Public
Extra recipes steps for dealing with unbalanced data
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•11•141•19•0•Updated Nov 9, 2024Nov 9, 2024
broom
Public
Convert statistical analysis objects from R into tidy format
modeling tidy-data r
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•304•1.5k•6•3•Updated Nov 7, 2024Nov 7, 2024
shinymodels
Public
shiny r rstats r-package
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•5•46•3•0•Updated Oct 24, 2024Oct 24, 2024
workflowsets
Public
Create a collection of modeling workflows
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•10•92•11•0•Updated Oct 24, 2024Oct 24, 2024
bonsai
Public
parsnip wrappers for tree-based models
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•7•52•11•0•Updated Oct 24, 2024Oct 24, 2024
stacks
Public
An R package for tidy stacked ensemble modeling
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•27•295•7•0•Updated Oct 23, 2024Oct 23, 2024
discrim
Public
Wrappers for discriminant analysis and naive Bayes models for use with the parsnip package
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•3•28•4•0•Updated Oct 23, 2024Oct 23, 2024
desirability2
Public
Desirability Functions for Multiparameter Optimization
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•1•10•0•0•Updated Oct 23, 2024Oct 23, 2024
baguette
Public
parsnip Model Functions for Bagging
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•8•25•6•1•Updated Oct 23, 2024Oct 23, 2024
brulee
Public
High-Level Modeling Functions with 'torch'
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•7•67•7•2•Updated Oct 21, 2024Oct 21, 2024
modeldata
Public
Data Sets Used by tidymodels Packages
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•5•22•2•1•Updated Oct 20, 2024Oct 20, 2024
tidyposterior
Public
Bayesian comparisons of models using resampled statistics
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•10•102•6•0•Updated Oct 17, 2024Oct 17, 2024
usemodels
Public
Boilerplate Code for tidymodels
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•6•84•6•1•Updated Oct 17, 2024Oct 17, 2024
multilevelmod
Public
Parsnip wrappers for mixed-level and hierarchical models
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•3•74•10•0•Updated Oct 17, 2024Oct 17, 2024