tidymodels

Repositories

stacks

Tools for tidy model stacking

R 0 25 13 0 Updated Aug 7, 2020

extratests

Integration and Other Testing for tidymodels

R 0 0 0 1 Updated Aug 7, 2020

tune

Tools for tidy parameter tuning

R 16 84 30 (2 issues need help) 2 Updated Aug 7, 2020

parsnip

A tidy unified interface to models

R 49 311 26 2 Updated Aug 7, 2020

broom

Convert statistical analysis objects from R into tidy format

r modeling tidy-data

R 268 978 108 16 Updated Aug 6, 2020

dials

Tools for creating tuning parameter values

R 19 73 9 (1 issue needs help) 2 Updated Aug 6, 2020

rsample

Classes and functions to create and summarize resampling objects

R 45 199 14 (2 issues need help) 0 Updated Aug 4, 2020

infer

An R package for tidyverse-friendly statistical inference

R 56 490 21 (1 issue needs help) 0 Updated Aug 2, 2020

corrr

Explore correlations in R

R 43 406 8 0 Updated Jul 31, 2020

model-implementation-principles

recommendations for creating R modeling packages

HTML 5 37 11 3 Updated Jul 31, 2020

textrecipes

Extra recipes for Text Processing

R 10 95 4 1 Updated Jul 30, 2020

tidymodels.org

Source of tidymodels.org

HTML CC-BY-SA-4.0 19 49 5 2 Updated Jul 27, 2020

rules

parsnip wrappers for rule-based models

R 2 21 4 2 Updated Jul 25, 2020

tidypredict

Run predictions inside the database

r dplyr rlang purrr dbplyr

R 23 204 16 1 Updated Jul 23, 2020

learntidymodels

Learn tidymodels with interactive learnr primers

R 6 20 0 2 Updated Jul 23, 2020

cloudstart

RStudio Cloud ☁️ resources to accompany tidymodels.org

CC-BY-SA-4.0 2 6 0 0 Updated Jul 22, 2020

themis

Extra recipes steps for dealing with unbalanced data

R 3 53 5 1 Updated Jul 22, 2020

yardstick

Tidy methods for measuring model performance

R 36 197 18 2 Updated Jul 22, 2020

recipes

A preprocessing engine to generate design matrices

HTML 78 306 67 (2 issues need help) 5 Updated Jul 16, 2020

baguette

parsnip Model Functions for Bagging

R 1 7 4 0 Updated Jul 15, 2020

finetune

Additional Functions for Model Tuning

R 0 6 0 0 Updated Jul 15, 2020

tidymodels

Easily Install and Load the 'Tidymodels' Packages

R 35 354 2 0 Updated Jul 14, 2020

multilevelmod

Parsnip wrappers for mixed-level and hierarchical models

R 0 2 2 0 Updated Jul 13, 2020

applicable

Quantify extrapolation of new samples given a training set

R 3 26 1 0 Updated Jul 11, 2020

discrim

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

R 2 16 1 0 Updated Jul 7, 2020

workflows

Modeling Workflows

R 5 65 9 0 Updated Jul 7, 2020

hardhat

Construct Modeling Packages

R 5 68 4 0 Updated Jul 6, 2020

tidyposterior

Bayesian comparisons of models using resampled statistics

R 8 80 4 0 Updated Jul 2, 2020

usemodels

Boilerplate Code for tidymodels

R 1 22 2 0 Updated Jul 3, 2020

plsmod

Model Wrappers for Projection Methods

R 0 5 0 0 Updated Jul 2, 2020