tidymodels

Repositories

• tidymodels.org

  Source of tidymodels.org
  HTML CC-BY-SA-4.0 23 55 5 2 Updated Oct 15, 2020

• tune

  Tools for tidy parameter tuning
  R 19 98 22 (1 issue needs help) 1 Updated Oct 15, 2020

• stacks

  Tools for tidy model stacking
  R 1 63 5 1 Updated Oct 14, 2020

• usemodels

  Boilerplate Code for tidymodels
  R 1 35 3 1 Updated Oct 13, 2020

• TMwR

  Code and content for "Tidy Modeling with R"
  R 27 120 8 1 Updated Oct 13, 2020

• infer

  An R package for tidyverse-friendly statistical inference
  R 59 502 21 (1 issue needs help) 0 Updated Oct 12, 2020

• learntidymodels

  Learn tidymodels with interactive learnr primers
  R 9 24 0 2 Updated Oct 12, 2020

• corrr

  Explore correlations in R
  R 46 430 8 1 Updated Oct 12, 2020

• parsnip

  A tidy unified interface to models
  R 49 329 29 3 Updated Oct 10, 2020

• poissonreg

  parsnip wrappers for Poisson regression
  R 0 7 1 0 Updated Oct 9, 2020

• rsample

  Classes and functions to create and summarize resampling objects
  R 48 205 11 (1 issue needs help) 1 Updated Oct 9, 2020

• rules

  parsnip wrappers for rule-based models
  R 2 23 0 0 Updated Oct 9, 2020

• broom

  Convert statistical analysis objects from R into tidy format

  r modeling tidy-data
  R 276 1,024 107 10 Updated Oct 9, 2020

• plsmod

  Model Wrappers for Projection Methods
  R 0 6 0 0 Updated Oct 9, 2020

• workflows

  Modeling Workflows
  R 8 85 8 0 Updated Oct 8, 2020

• discrim

  Wrappers for discriminant analysis and naive Bayes models for use with the parsnip package
  R 1 17 0 0 Updated Oct 8, 2020

• multilevelmod

  Parsnip wrappers for mixed-level and hierarchical models
  R 0 9 2 0 Updated Oct 7, 2020

• baguette

  parsnip Model Functions for Bagging
  R 2 8 3 0 Updated Oct 7, 2020

• extratests

  Integration and Other Testing for tidymodels
  R 0 0 1 1 Updated Oct 7, 2020

• hardhat

  Construct Modeling Packages
  R 5 68 3 0 Updated Oct 5, 2020

• recipes

  A preprocessing engine to generate design matrices
  HTML 82 315 67 (4 issues need help) 6 Updated Oct 5, 2020

• tidypredict

  Run predictions inside the database

  r dplyr rlang purrr dbplyr
  R 26 208 17 2 Updated Oct 5, 2020

• yardstick

  Tidy methods for measuring model performance
  R 36 206 27 1 Updated Sep 28, 2020

• .github

  GitHub contributing guidelines for tidymodels packages
  MIT 0 4 0 0 Updated Sep 28, 2020

• finetune

  Additional Functions for Model Tuning
  R 0 7 0 0 Updated Sep 23, 2020

• textrecipes

  Extra recipes for Text Processing
  R 10 99 8 0 Updated Sep 18, 2020

• dials

  Tools for creating tuning parameter values
  R 20 77 6 0 Updated Sep 18, 2020

• modeldata

  Data Sets Used by tidymodels Packages
  R 2 11 3 0 Updated Sep 2, 2020

• embed

  Extra recipes for categorical predictor embeddings
  R 13 68 7 0 Updated Aug 27, 2020

• butcher

  Reduce the size of model objects saved to disk
  R 3 63 17 (1 issue needs help) 2 Updated Aug 25, 2020