tidymodels | Topic | Ecosyste.ms: Repos

Topic: "tidymodels"

business-science/modeltime

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

Language: R - Size: 56.8 MB - Last synced at: 2 days ago - Pushed at: 7 months ago - Stars: 552 - Forks: 84

perlatex/R_for_Data_Science

Materials for teaching R and tidyverse

Language: TeX - Size: 191 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 378 - Forks: 226

rstudio-conf-2020/applied-ml

Code and Resources for "Applied Machine Learning"

Language: HTML - Size: 143 MB - Last synced at: about 17 hours ago - Pushed at: almost 5 years ago - Stars: 163 - Forks: 91

EmilHvitfeldt/feature-engineering-az

Source for book "Feature Engineering A-Z"

Language: HTML - Size: 37.4 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 141 - Forks: 14

tidymodels/censored

Parsnip wrappers for survival models

Language: R - Size: 10.4 MB - Last synced at: about 17 hours ago - Pushed at: 6 days ago - Stars: 123 - Forks: 12

nrennie/r-pharma-2023-tidymodels

R/Pharma 2023 Conference workshop materials.

Language: R - Size: 33.1 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 81 - Forks: 27

business-science/modeltime.ensemble

Time Series Ensemble Forecasting

Language: R - Size: 21.2 MB - Last synced at: 7 days ago - Pushed at: 10 months ago - Stars: 78 - Forks: 18

spsanderson/tidyAML

Auto ML for the tidyverse

Language: R - Size: 7.35 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 68 - Forks: 7

AlbertoAlmuinha/bayesmodels

The Tidymodels Extension for Bayesian Models

Language: R - Size: 22.5 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 53 - Forks: 9

hsbadr/bayesian

Bindings for Bayesian TidyModels

Language: R - Size: 6.78 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 47 - Forks: 3

dlab-berkeley/R-Machine-Learning-Legacy

D-Lab's 6 hour introduction to machine learning in R. Learn the fundamentals of machine learning, regression, and classification, using tidymodels in R.

Language: R - Size: 40.6 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 47 - Forks: 24

cgoo4/quantumjitter

Personal website

Language: R - Size: 450 MB - Last synced at: 8 days ago - Pushed at: 5 months ago - Stars: 44 - Forks: 5

business-science/modeltime.h2o

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

Language: R - Size: 21.1 MB - Last synced at: about 20 hours ago - Pushed at: over 1 year ago - Stars: 43 - Forks: 11

ccao-data/model-res-avm

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

Language: R - Size: 12.6 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 42 - Forks: 8

business-science/modeltime.gluonts

GluonTS Deep Learning with Modeltime

Language: R - Size: 13.6 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 41 - Forks: 9

sta210-s22/website

Language: JavaScript - Size: 237 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 38 - Forks: 16

ropensci/waywiser

Ergonomic tooling to assess models of spatial data

Language: R - Size: 13.2 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 36 - Forks: 2

AlbertoAlmuinha/garchmodels

The Tidymodels Extension for GARCH models

Language: R - Size: 5.21 MB - Last synced at: 6 days ago - Pushed at: almost 3 years ago - Stars: 34 - Forks: 10

EvolEcolGroup/tidysdm

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

Language: R - Size: 44.7 MB - Last synced at: 5 days ago - Pushed at: 9 days ago - Stars: 32 - Forks: 9

corybrunson/ordr

manage ordinations and render biplots in a tidyverse workflow

Language: R - Size: 97.6 MB - Last synced at: 1 day ago - Pushed at: about 2 months ago - Stars: 23 - Forks: 5

business-science/modeltime.resample

Resampling Tools for Time Series Forecasting with Modeltime

Language: R - Size: 17.9 MB - Last synced at: about 24 hours ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 5

DiegoUsaiUK/Classification_Churn_with_Parsnip

Modelling with Tidymodels and Parsnip - A Tidy Approach to a Classification Problem

Language: HTML - Size: 627 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 14 - Forks: 8

bagasbgy/quantrecipes

Extra recipes for quantitative analysis

Language: R - Size: 1.45 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 13 - Forks: 0

nrennie/rss-2024-tidymodels

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

Language: R - Size: 20.3 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 12 - Forks: 5

RobertMyles/modelscript

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

Language: R - Size: 2.46 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 10 - Forks: 3

ccao-data/model-condo-avm

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

Language: R - Size: 23.4 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 9 - Forks: 4

nrennie/nhs-r-tidymodels

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

Language: R - Size: 21.4 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 9 - Forks: 3

rladies/meetup-presentations_rome

Meetup presentations and material from R-Ladies Rome

Language: R - Size: 23.5 MB - Last synced at: 6 days ago - Pushed at: 15 days ago - Stars: 8 - Forks: 4

cimentadaj/tidyflow

A simplified and fresh workflow for doing machine learning with tidymodels

Language: HTML - Size: 3.54 MB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 0

hsbadr/additive

Bindings for Additive TidyModels

Language: R - Size: 8.4 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 7 - Forks: 2

unal-semilleroR-FacCA/semillero-ciencia-datos

Página web del semillero en Ciencia de Datos con R y Python - Colombia

Language: HTML - Size: 292 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 7 - Forks: 3

sanchezvivi/r-ladies-tidymodels

Tidymodels presentation for R Ladies SP

Size: 43 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 2

business-science/gammodels

The parsnip backend for GAM Models.

Language: R - Size: 125 KB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 2

tidymodels-latam-workshops/latinR2020

Repositorio correspondiente al Workshop del 5 de Octubre de 2020 en el marco del Congreso LatinR 2020.

Language: HTML - Size: 56.2 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 3

mattansb/Machine-Learning-foR-Psychologists

Lesson files used in the Machine Learning foR Psychologists

Language: R - Size: 229 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 6 - Forks: 1

JamesHWade/measure

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

Language: R - Size: 12.8 MB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 5 - Forks: 2

brunocarlin/tidy.outliers

Outliers handling in tidymodels

Language: R - Size: 910 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 0

uribo/dpp-cookbook

Baked your data :)

Language: R - Size: 1.69 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 1

lnoguera17/Conmebol-Analytics

End to end data science self-learning project. This work focuses on R, tidyverse and tidymodels ecosystem for data wrangling and modeling.

Language: R - Size: 43.4 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 2

rvandewater/ReciPys

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

Language: Python - Size: 3.74 MB - Last synced at: 27 days ago - Pushed at: 7 months ago - Stars: 4 - Forks: 2

mnunes/introbigdata_material

Material didático da disciplina Introdução à Modelagem de Big Data, oferecida pelo Departamento de Estatística da UFRN

Language: R - Size: 2.82 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 10

jcpsantiago/beamter

Programmatically assemble tidymodels recipes.

Language: R - Size: 51.8 KB - Last synced at: 1 day ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

sta199-f22-1/sta199-f22-1.github.io

Language: JavaScript - Size: 116 MB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 11

rladies-eastlansing/2022-tidymodels

Resources for Tidymodels w/ R meetup | Feb 17, 2022

Size: 6.84 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 1

AltruiMetavasi/tidymodels-examples

A personal collection of tidymodels implementation for various machine learning routines.

Size: 17.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 4 - Forks: 0

markjrieke/thedatadiary.net

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

Language: JavaScript - Size: 776 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 3 - Forks: 0

paithiov909/baritsu

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

Language: R - Size: 5.25 MB - Last synced at: 25 days ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

AngelFelizR/ML-Summary-Notes

The purpose of creating this book is share the lessons learnt by reading and completing the exercises in the book. It also could work as summary of the main point of the book.

Language: R - Size: 14.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1

posit-marketing/using-r-in-prod

A tidymodels linear model example deployed as a Plumber API to Posit Connect.

Language: R - Size: 203 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

rnnh/TidyTuesday

📊 Ronan's #TidyTuesday blog. Reproducible examples of data wrangling, visualisation, and analysis in R. Written using distill for R Markdown.

Language: HTML - Size: 36.1 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

tylerlittlefield/mlops

:rocket: dvc + cml + tidymodels

Language: R - Size: 314 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 1

poncest/BSU

Business Science University R-Courses

Language: HTML - Size: 44.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

wjakethompson/tidyds-2021

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

Language: HTML - Size: 239 MB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 2

Hic-Tayfour/MyKaggle

Repositório dos meus scripts, incluindo competições e estudos feitos no Kaggle.

Language: R - Size: 119 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1 - Forks: 0

yyiyis/sta25

there are coding of advances statistics homework

Language: R - Size: 56.6 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

qtalr/lab-09 Fork of qtalr/lab_fork

Lab 9: Text classification

Language: TeX - Size: 10.7 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

bheesen/machinelearning

R Package "machinelearning" complementing materials for the book "Künstliche Intelligenz und Machine Learning mit R"

Language: R - Size: 8.16 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

radhikavraghavan5/Lending-Club-Loan-Default-Prediction

Language: R - Size: 340 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

JBris/machine-learning-r

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

Language: R - Size: 1.05 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

JBris/tidymodels-mlflow-targets-docker

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

Language: Shell - Size: 8.79 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

be-favorite/Tutorial_tidymodels

A Gentle Introduction to Tidymodels for Korean R Users

Language: HTML - Size: 4.53 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 3

BabakBar/FIFA-Predictive-Machine-Learning

The goal of this report is: -predicting a transformation of the player `Position` variable, -predicting player's market `Value` by predictive machine learning modeling in R with "tidymodels" package.

Language: HTML - Size: 1.34 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

simonschoe/ml-with-tidymodels

This lecture is part of the "Machine Learning in R" graduate course held at University of Münster, School of Business and Economics (winter term 2021/22). :mortar_board:

Language: HTML - Size: 12.1 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

kojimizu/ML

Machine Learning Archive

Language: HTML - Size: 92.3 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1

tidymodels-latam-workshops/Women-in-Bioinfo-DS-LA

Repositorio del Workshop que se brindó en el marco del 1º Congreso de Mujeres en Bioinformática y Ciencia de Datos en Latinoamérica

Size: 7.81 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

jessmhoehner/tidy_modeling

Explorations of modeling using tidyverse tools

Language: HTML - Size: 743 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

RobWiederstein/dockerml

An ML project in R using a reproducible research pipeline.

Language: R - Size: 1.52 MB - Last synced at: about 2 hours ago - Pushed at: about 2 hours ago - Stars: 0 - Forks: 0

phenrickson/bgg_models

training predictive models for BoardGameGeek ratings

Language: R - Size: 86.1 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

tdaverse/tdarec

recipes + dials extension for persistent homology and vectorizations thereof

Language: R - Size: 1.44 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

adambushman/data-science-projects

Exploring data science algorithms in R, Python, and Julia

Language: R - Size: 11 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

phenrickson/bgg_collections

models and analyses for bgg user collections

Language: R - Size: 90 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

mlatinov/Predict-Podcast-Listening-Time

This R project analyzes the dataset from the Kaggle competition 'Playground Series Season 5 Episode 4'. The objective is to build a model that accurately predicts the target variable. The final placement will depend on the model's performance as measured by the Root Mean Squared Error (RMSE).

Language: R - Size: 21 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

RohitDusane/Titanic-Survival-Prediction-RStudio-Tidymodels

This R program, machine learning project to understand and process the ML algorithms using the `Tidymodels` package.

Size: 871 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

mlatinov/-Sustainable-Habitability-Score-Prediction

This project predicts a property's Sustainable Habitability Score using machine learning, providing insights for smarter housing decisions. Inspired by Kaggle Playground Series S3E14 and part of #MLOlympiad,

Language: HTML - Size: 2.69 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

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..

Language: JavaScript - Size: 1.95 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

barisguven/datasets

Two tidymodels datasets for scikit-learn

Language: R - Size: 226 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

JavOrraca/intro-to-tidymodels

These materials were presented to students at Loyola Marymount University in March 2025 for a modern introduction to tidy modeling with R.

Language: HTML - Size: 7.85 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

mlatinov/Bank-Marketing-Analysis

Bank Marketing Campaign Analysis This project analyzes a Portuguese bank’s telemarketing campaign to predict term deposit subscriptions. The goal is to identify key factors influencing customer decisions and improve marketing efficiency. 🚀

Size: 2.93 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

mlatinov/Heart-Failure-Prediction

Heart Failure Mortality Prediction with R & Tidymodels Using R and Tidymodels, this project predicts heart failure mortality with models like Logistic Regression, Random Forest, GBMs, and SVM, identifying key risk factors for better clinical decisions

Size: 4.88 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

giovani-gutierrez/predicting_personality

Classifying participants as either introverts or extroverts using machine/statistical learning methods.

Language: TeX - Size: 1.28 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

ozanozbeker/tmwr

Tidy Modeling With R

Size: 10.7 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

maiabennett/PIEMA-benchmark-analysis

An analysis aimed at providing a benchmark of the PIEMA tool for T cell receptor (TCR) structural similarity identification. This analysis also extends PIEMA through the implementation of multiple Logistic Regression classifiers incorporating sequence and structural features to make predictions on shared specificity between TCRs.

Language: R - Size: 1.18 GB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0