29 open source projects by tidymodels

Tidy methods for measuring model performance

Classes and functions to create and summarize resampling objects

Run predictions inside the database

Code and content for "Tidy Modeling with R"

An R package for tidy stacked ensemble modeling

Tools for tidy parameter tuning

Modeling Workflows

Bayesian comparisons of models using resampled statistics

Tools for creating tuning parameter values

Source of tidymodels.org

Reduce the size of model objects saved to disk

Convert statistical analysis objects from R into tidy format

Boilerplate Code for tidymodels

An R package for tidyverse-friendly statistical inference

Explore correlations in R

Easily install and load the tidymodels packages

A tidy unified interface to models

A preprocessing engine to generate design matrices

Data Sets Used by tidymodels Packages

recommendations for creating R modeling packages

Extra recipes steps for dealing with unbalanced data

Quantify extrapolation of new samples given a training set

High-Level Modeling Functions with 'torch'

Construct Modeling Packages

Parsnip wrappers for survival models

Parsnip wrappers for mixed-level and hierarchical models

Learn tidymodels with interactive learnr primers

Additional functions for model tuning

parsnip wrappers for Poisson regression