https://github.com/codekow/demo-containerized-dataset

How to make your dataset available and immutable via containers
https://github.com/codekow/demo-containerized-dataset

containers data-science datasets docker

Last synced: about 1 year ago
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How to make your dataset available and immutable via containers

• Host: GitHub
• URL: https://github.com/codekow/demo-containerized-dataset
• Owner: codekow
• Created: 2023-10-18T18:57:06.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2024-03-14T22:34:59.000Z (over 2 years ago)
• Last Synced: 2025-02-13T18:49:37.200Z (over 1 year ago)
• Topics: containers, data-science, datasets, docker
• Homepage:
• Size: 9.77 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Containerized Datasets

The purpose of this repo show options around serving and

maintaining datasets used for training machine learning models

with common tools.

We can use the benefits of containers, immutability and versioning, to support [reproducibility and replicability](https://www.ncbi.nlm.nih.gov/books/NBK547546/) which are key

to **science**.

Disclaimer: This is one method among many and may not meet your needs or be the best option. This is **a way**, NOT **the way**.