Projects in Awesome Lists tagged with tidymodels

https://github.com/business-science/modeltime

Modeltime unlocks time series forecast models and machine learning in one framework

arima data-science deep-learning ets forecasting machine-learning machine-learning-algorithms modeltime prophet r-package tbats tidymodeling tidymodels time time-series time-series-analysis timeseries timeseries-forecasting

Last synced: 08 Apr 2025

https://github.com/perlatex/R_for_Data_Science

Materials for teaching R and tidyverse

r stan tidymodels tidyverse

Last synced: 30 Jul 2025

https://github.com/rstudio-conf-2020/applied-ml

Code and Resources for "Applied Machine Learning"

classification machine-learning regression text-analysis tidymodels

Last synced: 11 Feb 2026

https://github.com/emilhvitfeldt/feature-engineering-az

Source for book "Feature Engineering A-Z"

feature-engineering feature-extraction feature-selection machine-learning scikit tidymodels

Last synced: 05 Apr 2025

https://github.com/tidymodels/censored

Parsnip wrappers for survival models

parsnip tidymodels

Last synced: 12 Apr 2025

https://github.com/nrennie/r-pharma-2023-tidymodels

R/Pharma 2023 Conference workshop materials.

r tidymodels workshop

Last synced: 20 Mar 2025

https://github.com/business-science/modeltime.ensemble

Time Series Ensemble Forecasting

ensemble ensemble-learning forecast forecasting modeltime r-package stacking stacking-ensemble tidymodels time time-series timeseries

Last synced: 07 Apr 2025

https://github.com/spsanderson/tidyaml

Auto ML for the tidyverse

automatic-machine-learning automl classification machine-learning parsnip r r-language r-package r-programming r-stats regression tidy tidymodels tidyverse

Last synced: 24 Oct 2025

https://github.com/hsbadr/bayesian

Bindings for Bayesian TidyModels

bayesian brms stan tidymodels

Last synced: 05 Apr 2025

https://github.com/business-science/modeltime.h2o

Forecasting with H2O AutoML. Use the H2O Automatic Machine Learning algorithm as a backend for Modeltime Time Series Forecasting.

deep-learning forecast forecasting h2o machine-learning modeltime r r-package tidymodels time-series time-series-analysis timeseries

Last synced: 12 Apr 2025

https://business-science.github.io/modeltime.h2o/

Forecasting with H2O AutoML. Use the H2O Automatic Machine Learning algorithm as a backend for Modeltime Time Series Forecasting.

deep-learning forecast forecasting h2o machine-learning modeltime r r-package tidymodels time-series time-series-analysis timeseries

Last synced: 13 May 2025

https://github.com/business-science/modeltime.gluonts

GluonTS Deep Learning with Modeltime

deep-learning forecasting gluonts gluonts-deep-learning modeltime r-package tidymodels time-series

Last synced: 15 Jun 2025

https://github.com/cgoo4/quantumjitter

Personal website

data-science machine-learning quarto r tidymodels tidyverse

Last synced: 22 Jul 2025

https://github.com/ropensci/waywiser

Ergonomic tooling to assess models of spatial data

cran r r-package spatial spatial-analysis tidymodels tidyverse

Last synced: 22 Oct 2025

https://github.com/evolecolgroup/tidysdm

R package to fit species distribution models (SDMs) using the 'tidymodels' framework

r species-distribution-modelling tidymodels

Last synced: 14 Sep 2025

https://github.com/AlbertoAlmuinha/garchmodels

The Tidymodels Extension for GARCH models

arfima arima garch garch-models parsnip tidymodels

Last synced: 08 May 2025

https://github.com/EvolEcolGroup/tidysdm

R package to fit species distribution models (SDMs) using the 'tidymodels' framework

r species-distribution-modelling tidymodels

Last synced: 07 May 2025

https://github.com/corybrunson/ordr

manage ordinations and render biplots in a tidyverse workflow

biplot data-visualization dimension-reduction geometric-data-analysis grammar-of-graphics log-ratio-analysis multivariate-analysis multivariate-statistics ordination tidymodels tidyverse

Last synced: 12 Apr 2025

https://github.com/ccao-data/model-res-avm

Automated valuation model for all class 200 residential properties in Cook County (except vacant land and condos)

assessment data-science machine-learning model property-taxes r res tidymodels

Last synced: 10 Mar 2026

https://github.com/business-science/modeltime.resample

Resampling Tools for Time Series Forecasting with Modeltime

accuracy-metrics backtesting bootstrap bootstrapping cross-validation forecasting modeltime modeltime-resample r-package resampling statistics tidymodels time-series

Last synced: 12 Apr 2025

https://github.com/nrennie/rss-2024-tidymodels

RSS 2024 Conference workshop materials for "Introduction to machine learning with {tidymodels} in R".

r tidymodels workshop

Last synced: 14 Aug 2025

https://github.com/robertmyles/modelscript

An RStudio addin to create a modelling template in a new .R file.

r rstats rstudio-addin tidymodels

Last synced: 20 Mar 2025

https://github.com/ccao-data/model-condo-avm

Automated valuation model for all class 299 and 399 residential condominiums in Cook County

assessment condo data-science machine-learning model property-taxes r tidymodels

Last synced: 11 Apr 2025

https://github.com/cimentadaj/tidyflow

A simplified and fresh workflow for doing machine learning with tidymodels

machine-learning r statistics tidymodels

Last synced: 29 Jul 2025

https://github.com/davidrsch/kerasnip

A bridge between the keras and tidymodels frameworks

deep-learning deep-learning-workflow keras parsnip r tidymodels

Last synced: 03 May 2026

https://github.com/hsbadr/additive

Bindings for Additive TidyModels

additive bam gam generalized-additive-models mgcv r tidymodels

Last synced: 01 Jul 2025

https://github.com/business-science/gammodels

The parsnip backend for GAM Models.

gam general-additive-model linear-regression logistic-regression parsnip tidymodels

Last synced: 26 Jun 2025

https://github.com/rvandewater/ReciPies

🥧ReciPys: easily define and execute preprocessing and feature engineering steps on Polars and Pandas dataframes.

data-science pandas polars python scikit-learn tidymodels

Last synced: 24 Oct 2025

https://github.com/nrennie/nhs-r-tidymodels

Materials for NHS-R "Introduction to machine learning with {tidymodels}" workshop.

r tidymodels workshop

Last synced: 20 Mar 2025

https://github.com/jameshwade/measure

The goal of measure is to be a recipes-like interface to tidymodels for analytical characterization data.

r recipes rstats tidymodels

Last synced: 21 Jul 2025

https://github.com/markjrieke/thedatadiary.net

This is the home repository for my personal/professional website.

blog r tidymodels visualization

Last synced: 23 Jan 2026

https://github.com/rvandewater/recipies

🥧 Easily define reproducible preprocessing steps for ML on Polars and Pandas dataframes.

data-science machine-learning pandas polars python scikit-learn tidymodels

Last synced: 18 Aug 2025

https://github.com/mattansb/machine-learning-for-psychologists

Lesson files used in the Machine Learning foR Psychologists

bgu-university caret psychologists rstats statistics tau-university teaching-materials tidymodels

Last synced: 19 Mar 2025

https://github.com/paithiov909/baritsu

Wrappers for the 'mlpack' R package; at times and in some situations, baritsu may be more powerful than a swiss army knife

r r-package tidymodels

Last synced: 27 Feb 2026

https://github.com/tylerlittlefield/mlops

:rocket: dvc + cml + tidymodels

cml dvc mlops rstats tidymodels

Last synced: 01 Feb 2026

https://github.com/wjakethompson/tidyds-2021

A 5-day workshop introducing the tidyverse and tidymodels for data analysis.

data-science r rstats tidymodels tidyverse workshop

Last synced: 08 Apr 2025

https://github.com/jbris/machine-learning-r

Some examples of running R in a Docker container with machine learning and MLOps features

docker docker-compose docker-image mlflow mlflow-docker mlflow-server mlflow-tracking mlflow-tracking-server mlops mlops-environment mlops-workflow quarto quarto-project r rlang rlanguage statistics stats tidymodels tidyverse

Last synced: 30 Apr 2026

https://github.com/pradeep221b/turbofan_predictive_maintenance

An R project for predicting turbofan engine RUL using {targets} and {tidymodels}.

data data-science-portfolio machine-learning nasa preditive-maintaince r rstats targets-pipeline tidymodels

Last synced: 04 Oct 2025

https://github.com/pradeep221b/customer_churn_prediction

A production-ready machine learning project in R for predicting customer churn, featuring a tuned XGBoost model and a REST API for live predictions.

api customer-churn data-science explainable-ai machine-learning mlops plumber predictive-modeling r rstats tidymodels vetiver xgboost

Last synced: 04 Oct 2025

https://github.com/jbris/tidymodels-mlflow-targets-docker

Run tidyverse, tidymodels, targets, carrier, and MLFlow within Docker

carrier docker docker-compose docker-image machine-learning mlflow mlflow-docker mlflow-tracking mlflow-tracking-server mlops mlops-workflow r rlang rlanguage statistics targets targets-pipeline tidymodels tidyverse

Last synced: 14 Apr 2026

https://github.com/fnaufel/basketball-regressions

Basketball stats using R and tidymodels

basketball-stats data-science linear-regression rstats tidymodels tidyverse

Last synced: 04 Jan 2026

https://github.com/marcionicolau/mn-intro-ml-code

Código do Webinar em comemoração ao dia do Estatístico 2021

ml tidymodels tidyverse

Last synced: 06 Nov 2025

https://github.com/roldanramon/financial_market_analysis

Estudo sobre series temporais

dataviz flexdashboard git ibovespa machine-learning r shiny tidymodels tidyverse timeseries-analysis

Last synced: 09 Aug 2025

https://github.com/brunomontezano/sleep-quality-prediction

📝 Trabalho final da disciplina PSQ 66 do Programa de Pós-Graduação em Psiquiatria e Ciências do Comportamento da Universidade Federal do Rio Grande do Sul (UFRGS)

explainable-ai final-project machine-learning predictive-modeling pt-br sleep-analysis tidymodels trabalhos-academicos ufrgs xgboost

Last synced: 03 Mar 2026

https://github.com/javorraca/tidymodels-mcp

This repo contains source code for a Tidymodels MCP server that I developed that allows Cline's coding workflows to be context aware of all public repositories and documentation under https://github.com/tidymodels, intended for use with Anthropic's Claude services..

cline mcp rstats tidymodels

Last synced: 28 Apr 2026