• Stars
    star
    22
  • Rank 1,012,258 (Top 21 %)
  • Language
    R
  • License
    Other
  • Created over 4 years ago
  • Updated 3 months ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Data Sets Used by tidymodels Packages

modeldata

CRAN status R-CMD-check lifecycle

modeldata contains data sets used in documentation and testing for tidymodels packages. The package also contains a suite of simulation functions for classification and regression data.

Installation

You can install the released version of modeldata from CRAN with:

install.packages("modeldata")

And the development version from GitHub with:

# install.packages("pak")
pak::pak("tidymodels/modeldata")

Contributing

This project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.

More Repositories

1

broom

Convert statistical analysis objects from R into tidy format
R
1,402
star
2

tidymodels

Easily install and load the tidymodels packages
R
727
star
3

infer

An R package for tidyverse-friendly statistical inference
R
702
star
4

corrr

Explore correlations in R
R
583
star
5

parsnip

A tidy unified interface to models
R
554
star
6

TMwR

Code and content for "Tidy Modeling with R"
RMarkdown
552
star
7

recipes

Pipeable steps for feature engineering and data preprocessing to prepare for modeling
R
534
star
8

yardstick

Tidy methods for measuring model performance
R
354
star
9

rsample

Classes and functions to create and summarize resampling objects
R
318
star
10

stacks

An R package for tidy stacked ensemble modeling
R
284
star
11

tidypredict

Run predictions inside the database
R
256
star
12

tune

Tools for tidy parameter tuning
R
248
star
13

workflows

Modeling Workflows
R
193
star
14

textrecipes

Extra recipes for Text Processing
R
154
star
15

embed

Extra recipes for predictor embeddings
R
140
star
16

themis

Extra recipes steps for dealing with unbalanced data
R
138
star
17

butcher

Reduce the size of model objects saved to disk
R
130
star
18

censored

Parsnip wrappers for survival models
R
123
star
19

dials

Tools for creating tuning parameter values
R
110
star
20

probably

Tools for post-processing class probability estimates
R
108
star
21

tidyclust

A tidy unified interface to clustering models
R
103
star
22

tidyposterior

Bayesian comparisons of models using resampled statistics
R
101
star
23

tidymodels.org-legacy

Legacy Source of tidymodels.org
HTML
100
star
24

aml-training

The most recent version of the Applied Machine Learning notes
HTML
100
star
25

hardhat

Construct Modeling Packages
R
99
star
26

workflowsets

Create a collection of modeling workflows
R
88
star
27

usemodels

Boilerplate Code for tidymodels
R
85
star
28

modeldb

Run models inside a database using R
R
79
star
29

workshops

Website and materials for tidymodels workshops
JavaScript
76
star
30

multilevelmod

Parsnip wrappers for mixed-level and hierarchical models
R
72
star
31

spatialsample

Create and summarize spatial resampling objects πŸ—Ί
R
69
star
32

learntidymodels

Learn tidymodels with interactive learnr primers
R
64
star
33

brulee

High-Level Modeling Functions with 'torch'
R
62
star
34

finetune

Additional functions for model tuning
R
61
star
35

shinymodels

R
45
star
36

applicable

Quantify extrapolation of new samples given a training set
R
43
star
37

model-implementation-principles

recommendations for creating R modeling packages
HTML
40
star
38

bonsai

parsnip wrappers for tree-based models
R
40
star
39

rules

parsnip extension for rule-based models
R
39
star
40

planning

Documents to plan and discuss future development
36
star
41

discrim

Wrappers for discriminant analysis and naive Bayes models for use with the parsnip package
R
28
star
42

baguette

parsnip Model Functions for Bagging
R
23
star
43

poissonreg

parsnip wrappers for Poisson regression
R
22
star
44

agua

Create and evaluate models using 'tidymodels' and 'h2o'
R
21
star
45

extratests

Integration and other testing for tidymodels
R
20
star
46

tidymodels.org

Source of tidymodels.org
JavaScript
16
star
47

plsmod

Model Wrappers for Projection Methods
R
14
star
48

cloudstart

RStudio Cloud ☁️ resources to accompany tidymodels.org
12
star
49

desirability2

Desirability Functions for Multiparameter Optimization
R
7
star
50

modeldatatoo

More Data Sets Useful for Modeling Examples
R
5
star
51

.github

GitHub contributing guidelines for tidymodels packages
4
star
52

modelenv

Provide Tools to Register Models for use in Tidymodels
R
3
star
53

survivalauc

What the Package Does (One Line, Title Case)
C
2
star