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

Source for book "Feature Engineering A-Z"
https://github.com/emilhvitfeldt/feature-engineering-az

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

Last synced: about 2 months ago
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Source for book "Feature Engineering A-Z"

• Host: GitHub
• URL: https://github.com/emilhvitfeldt/feature-engineering-az
• Owner: EmilHvitfeldt
• Created: 2021-12-14T02:30:07.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2024-12-08T06:17:30.000Z (about 2 months ago)
• Last Synced: 2024-12-08T07:19:23.787Z (about 2 months ago)
• Topics: feature-engineering, feature-extraction, feature-selection, machine-learning, scikit, tidymodels
• Language: HTML
• Homepage: https://feaz-book.com/
• Size: 36.6 MB
• Stars: 107
• Watchers: 3
• Forks: 4
• Open Issues: 12
• Metadata Files:
  • Readme: README.md

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README

        

# Feature Engineering A-Z

This repository contains the source material for the book "Feature Engineering A-Z". The rendered book can be found at https://feaz-book.com/

## Installation

This book shows examples in both R and Python, with [renv](https://rstudio.github.io/renv/index.html) being used to manage R dependencies and [Poetry](https://python-poetry.org/) being used to manage Python dependencies. 

The book is rendered using [Quarto](https://quarto.org/). For this to work smoothly, the environment variable `RETICULATE_PYTHON` has been specified in [.Renviron](.Renviron).