Data Science Cookie Cutter Recipes
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Cookiecutter Data Science
1 week ago drivendata.org Show details
Naming convention is a number (for ordering), │ the creator's initials, and a short `-` delimited description, e.g. │ `1.0-jqp-initial-data-exploration`. │ ├── pyproject.toml <- Project …
› Using the template
Flat files (e.g., CSVs or spreadsheets) that are static - Put these files into your …
Using the template - Cookiecutter Data Science - DrivenData
4 days ago drivendata.org Show details
Flat files (e.g., CSVs or spreadsheets) that are static - Put these files into your data/raw folder and then run make sync_data_up to push the raw data to your cloud provider. Flat files that …
drivendataorg/cookiecutter-data-science - GitHub
3 days ago github.com Show details
A logical, reasonably standardized but flexible project structure for doing and sharing data science work. Cookiecutter Data Science (CCDS) is a tool for setting up a data science project …
v1 Template - Cookiecutter Data Science - DrivenData
1 day ago drivendata.org Show details
Naming convention is a number (for ordering), │ the creator's initials, and a short `-` delimited description, e.g. │ `1.0-jqp-initial-data-exploration`. │ ├── references <- Data dictionaries, …
This project implements cookiecutter data science …
2 days ago github.com Show details
NAMENAMEdatadatadocsdocsmodelsmodelsnotebooksnotebooksSee all 18 rows on github.com
Example project structures - Cookiecutter Data Science @ Nesta
6 days ago nestauk.github.io Show details
Cookiecutter Data Science @ Nesta nestauk/ds-cookiecutter Home Quickstart Structure Python Environments Example project structures ¶ ...
Using CookieCutter for Data Science Project Templates
2 weeks ago projectpro.io Show details
Oct 28, 2024 · Here are two examples that vividly showcase the adaptability and versatility of the CookieCutter Data Science project template. Microsoft's Team Data Science Process (TDSP) …
Cookiecutter Data Science - DrivenData Labs
1 week ago drivendata.co Show details
Since starting DrivenData, we’ve seen a lot of data science in the wild. As the field develops, it’s becoming increasingly important to organize data science work so that it’s easy to reproduce …
Cookiecutter Data Science V2 - DrivenData Labs
1 week ago drivendata.co Show details
May 22, 2024 · The original Cookiecutter Data Science (CCDS) was published over 8 years ago. The goal was, as the tagline states “a logical, reasonably standardized but flexible project …
Template your data science projects with cookiecutter
1 week ago towardsdatascience.com Show details
Jul 4, 2019 · This is an incredible way to create a project template for a type of analysis that you know you will need to repeat a number of times, while inputting the necessary data and/or …
Cookie Cutter : Organizing Data Science Projects - Medium
1 week ago medium.com Show details
Sep 12, 2019 · Image of yummy python-logo cookies. A well-structured data science project is just like a neatly cut out cookie — visually re-callable. A data science project consists of a lot …
Cookiecutter Data Science: How to Organize Your Data Science …
1 week ago kdnuggets.com Show details
Jul 24, 2018 · Bio: DrivenData is a mission-driven data science firm that brings the powerful capabilities of data science, machine learning, and artificial intelligence to organizations …
What Is Cookiecutter Data Science? - Institute of Data
2 weeks ago institutedata.com Show details
Dec 11, 2023 · The name ‘Cookiecutter’ is derived from the tool’s ability to create projects from templates, much like how a cookie cutter creates shapes from dough. The ‘Data Science’ part …
All options - Cookiecutter Data Science - DrivenData
1 week ago drivendata.org Show details
No cloud storage configured; Makefile commands to sync data removed. azure: Store data on Azure Blob Storage. Docs: azure: container: Name of the container on blob storage. Docs: s3: …
What is the cookie cutter process for data science?
4 days ago thedatascientist.com Show details
Some other very bad habits that I’ve seen many data scientists developing are preprocessing data on Excel, instead of doing things programmatically. This makes it difficult to document the data …
Why ccds? - Cookiecutter Data Science - DrivenData
1 week ago drivendata.org Show details
And we're not talking about bikeshedding the indentation aesthetics or pedantic formatting standards — ultimately, data science code quality is about correctness and reproducibility. It's …
