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tidymodels's repositories

broom

Convert statistical analysis objects from R into tidy format

Language:RNOASSERTION1440 53 690

tidymodels

Easily install and load the tidymodels packages

Language:RNOASSERTION759 29 62

parsnip

A tidy unified interface to models

Language:RNOASSERTION584 29 577

recipes

Pipeable steps for feature engineering and data preprocessing to prepare for modeling

Language:RNOASSERTION556 26 763

rsample

Classes and functions to create and summarize resampling objects

Language:RNOASSERTION333 24 278

stacks

An R package for tidy stacked ensemble modeling

Language:RNOASSERTION293 10 138

tune

Tools for tidy parameter tuning

Language:RNOASSERTION271 15 473

workflows

Modeling Workflows

Language:RNOASSERTION203 16 128

embed

Extra recipes for predictor embeddings

Language:RNOASSERTION141 12 97

censored

Parsnip wrappers for survival models

Language:RNOASSERTION123 9 136

probably

Tools for post-processing class probability estimates

Language:RNOASSERTION114 9 72

dials

Tools for creating tuning parameter values

Language:RNOASSERTION111 10 152

tidyposterior

Bayesian comparisons of models using resampled statistics

Language:RNOASSERTION102 8 41

hardhat

Construct Modeling Packages

Language:RNOASSERTION101 8 143

workflowsets

Create a collection of modeling workflows

Language:RNOASSERTION89 7 82

workshops

Website and materials for tidymodels workshops

Language:JavaScriptCC-BY-SA-4.089 8 109

usemodels

Boilerplate Code for tidymodels

Language:RNOASSERTION85 7 21

multilevelmod

Parsnip wrappers for mixed-level and hierarchical models

Language:RNOASSERTION74 9 32

brulee

High-Level Modeling Functions with 'torch'

Language:RNOASSERTION65 9 38

finetune

Additional functions for model tuning

Language:RNOASSERTION62 9 50

bonsai

parsnip wrappers for tree-based models

Language:RNOASSERTION51 7 49

rules

parsnip extension for rule-based models

Language:RNOASSERTION40 7 30

planning

Documents to plan and discuss future development

MIT37 18 19

discrim

Wrappers for discriminant analysis and naive Bayes models for use with the parsnip package

Language:RNOASSERTION28 7 26

baguette

parsnip Model Functions for Bagging

Language:RNOASSERTION24 8 38

poissonreg

parsnip wrappers for Poisson regression

Language:RNOASSERTION22 7 30

extratests

Integration and other testing for tidymodels

Language:RNOASSERTION20 4 42

tidymodels.org

Source of tidymodels.org

Language:JavaScriptCC-BY-SA-4.018 4 38

plsmod

Model Wrappers for Projection Methods

Language:RNOASSERTION14 5 14

orbital

Turn Tidymodels Workflows Into Series of Equations

Language:RNOASSERTION1100