Tidymodels

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Text classification with Tidymodels https://www.hvitfeldt.me/blog/text-classification-with-tidymodels/

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Intro to tidy models (2019.9) By Josiah Parry RStudio http://josiahparry.com/post/2019-09-12-intro-tidymodels/

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Applied machine learning by Tidymodels By Max Kuhn https://github.com/kojimizu/aml-training

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Parsnip / recipes for churn data https://towardsdatascience.com/modelling-with-tidymodels-and-parsnip-bae2c01c131c

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Kaggle advanced housing price prediction by tidymodels https://www.kaggle.com/ramorel/predicting-house-prices-using-tidymodels

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Business science univ glmnet / GBM implementation for car pricing by tidymodels https://www.business-science.io/code-tools/2020/01/21/hyperparamater-tune-product-price-prediction.html

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Hyperparameter tuning by ‘tune’ https://www.business-science.io/code-tools/2020/01/21/hyperparamater-tune-product-price-prediction.html

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Take a Sad Script & Make it Better: Tidymodels Edition

https://alison.rbind.io/post/2020-02-27-better-tidymodels/#tidymodels-101

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Explainbility of {tidymodels} models with {iml}

https://www.brodrigues.co/blog/2020-03-10-exp_tidymodels/

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Rebeca Barter

Tidymodels: tidy machine learning in R 2020/4/20 http://www.rebeccabarter.com/blog/2020-03-25_machine_learning/

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The standard guide by official Tidymodels team Learning resources

• Get started: build model by parsnip, process data with recipes, evaluate with resample, tune model parameter, case study

https://www.tidymodels.org/learn/

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Sentiment analysis with Tidymodels Julia Silge 2020/5/20

https://juliasilge.com/blog/animal-crossing/

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Tidymodels and GBM 2020/5

https://venciso.netlify.app/2020/05/tidymodels-xgboost/

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How to Use Catboost with Tidymodels 2020/08/28

https://blog.rmhogervorst.nl/blog/2020/08/28/how-to-use-catboost-with-tidymodels/

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Tuning text models 2020/11 https://www.tidymodels.org/learn/work/tune-text/

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Using tidymodels to Predict Health Insurance Cost

http://research.libd.org/rstatsclub/2021/02/15/using-tidymodels-to-predict-health-insurance-cost/#.YE7HqGRUvDv

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A workflow for binary classification with tidymodels 2021/05/05

https://jmsallan.netlify.app/blog/a-workflow-for-binary-classification-with-tidymodels/

[kojimizu]

Tidymodels ISLR book

Introduction to statistical learning by R https://www.statlearning.com/

https://emilhvitfeldt.github.io/ISLR-tidymodels-labs/index.html

[kojimizu]

Kaggle Getting started with tidymodels and xgboost

https://www.kaggle.com/jessemostipak/getting-started-with-tidymodels-and-xgboost