tidymodels

Repositories

• tidymodels

  Easily install and load the tidymodels packages
  R 38 375 1 1 Updated Nov 21, 2020

• dials

  Tools for creating tuning parameter values
  R 20 76 7 0 Updated Nov 20, 2020

• parsnip

  A tidy unified interface to models
  R 54 335 25 3 Updated Nov 20, 2020

• finetune

  Additional Functions for Model Tuning
  R 0 7 0 0 Updated Nov 20, 2020

• stacks

  Tidy model stacking
  R 3 99 0 0 Updated Nov 20, 2020

• themis

  Extra recipes steps for dealing with unbalanced data
  R 7 76 3 0 Updated Nov 20, 2020

• infer

  An R package for tidyverse-friendly statistical inference
  R 61 510 21 (1 issue needs help) 0 Updated Nov 19, 2020

• extratests

  Integration and other testing for tidymodels
  R 0 0 0 2 Updated Nov 18, 2020

• rsample

  Classes and functions to create and summarize resampling objects
  R 48 212 11 (1 issue needs help) 2 Updated Nov 18, 2020

• corrr

  Explore correlations in R
  R 48 453 6 0 Updated Nov 17, 2020

• usemodels

  Boilerplate Code for tidymodels
  R 1 39 2 0 Updated Nov 17, 2020

• tune

  Tools for tidy parameter tuning
  R 20 104 19 (1 issue needs help) 0 Updated Nov 17, 2020

• .github

  GitHub contributing guidelines for tidymodels packages
  MIT 0 4 0 0 Updated Nov 17, 2020

• TMwR

  Code and content for "Tidy Modeling with R"
  R 36 145 5 1 Updated Nov 17, 2020

• textrecipes

  Extra recipes for Text Processing
  R 10 102 11 0 Updated Nov 13, 2020

• embed

  Extra recipes for categorical predictor embeddings
  R 13 76 8 0 Updated Nov 12, 2020

• recipes

  A preprocessing engine to generate design matrices
  HTML 83 321 70 (4 issues need help) 5 Updated Nov 11, 2020

• applicable

  Quantify extrapolation of new samples given a training set
  R 4 29 1 0 Updated Nov 10, 2020

• hardhat

  Construct Modeling Packages
  R 5 71 2 0 Updated Nov 9, 2020

• broom

  Convert statistical analysis objects from R into tidy format

  r modeling tidy-data
  R 278 1,034 102 10 Updated Oct 31, 2020

• tidymodels.org

  Source of tidymodels.org
  HTML CC-BY-SA-4.0 23 64 5 1 Updated Oct 30, 2020

• plsmod

  Model Wrappers for Projection Methods
  R 0 6 0 0 Updated Oct 29, 2020

• tidypredict

  Run predictions inside the database

  r dplyr rlang purrr dbplyr
  R 25 216 17 1 Updated Oct 28, 2020

• rules

  parsnip wrappers for rule-based models
  R 2 22 0 0 Updated Oct 28, 2020

• poissonreg

  parsnip wrappers for Poisson regression
  R 0 7 0 0 Updated Oct 28, 2020

• baguette

  parsnip Model Functions for Bagging
  R 2 8 4 0 Updated Oct 28, 2020

• discrim

  Wrappers for discriminant analysis and naive Bayes models for use with the parsnip package
  R 1 17 1 0 Updated Oct 28, 2020

• modeldata

  Data Sets Used by tidymodels Packages
  R 3 12 4 0 Updated Oct 22, 2020

• yardstick

  Tidy methods for measuring model performance
  R 35 213 28 1 Updated Oct 19, 2020

• learntidymodels

  Learn tidymodels with interactive learnr primers
  R 10 25 0 2 Updated Oct 12, 2020