{"repo":"MichaelVerdegaal/crisp-dm-template","free":true,"listed":false,"github":"https://github.com/MichaelVerdegaal/crisp-dm-template","clone":"git clone https://github.com/MichaelVerdegaal/crisp-dm-template.git","description":"A ready to use template for the CRISP-DM data science workflow","language":null,"stars":16,"topics":["python","data-science","template","crisp-dm"],"license":"MIT","category":"saas-starters-boilerplates","readme_excerpt":"CRISP-DM Template This repository contains a cookie-cutter Python repository for use with the CRISP-DM workflow. CRISP-DM is a data science workflow, meaning that it describes a process specific for executing data science projects. Such processes are becoming more necessary the more data science experiments you run, as they are messy and highly iterative in nature, and traditional software engineering workflows aren't always very practical to apply. Why use this template? - Easy to follow along - The theory of the workflow is described in wonderful detail, but there's a complete lack of practical examples on how to use it. - Inline reporting - Instead of writing your report in say a Word document, you can write it inside a Jupyter notebook! This makes the process much easier to follow. You'll have to perhaps take a bit more care formatting your cell output, but this is still preferable over putting together a document from fragments of code, results and text. - Best practices - This report was structured based on some common best practices. It's based on this article from neptune.ai, and uses UV as the main package manager. This repository This repository contains the following folders for you to use. Using the template is simple. We make use of UV for dependency management. Install that first. 1. Fork or clone the repository to create a new experiment 2. Run the uv venv command in your terminal to create a new virtual environment 3. Activate the virtual environment according","default_branch":null,"files":null,"tree":[],"storefront":"/r/MichaelVerdegaal","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/MichaelVerdegaal/crisp-dm-template/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}