datasets
quilt
| datasets | quilt | |
|---|---|---|
| 4 | 2 | |
| 2,299 | 1,313 | |
| 1.1% | 0.4% | |
| 4.7 | 9.5 | |
| 3 months ago | 6 days ago | |
| Jupyter Notebook | Jupyter Notebook | |
| - | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
datasets
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AI-Powered Image Search with CLIP, pgvector, and Fast API
Here's a live demo with a simple React frontend. It's searching against an S3 bucket containing Unsplash's open source dataset of 25,000 images, plus a few of my own.
- Where can I get lots of clean open source data?
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Let's create a face dataset with unsplash data
Alright so we are going to use the test dataset that unsplash provides but everything works with the full dataset if you are able to access that one, you can get more information in the github repo.
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Movie Maker
This project uses GithubActions to assemble a random movie clip every hour or so. Each of the frames is an image taken from the Unsplash Dataset.
quilt
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Unstructured Data Governance for ML
Quilt: https://quiltdata.com/
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Lessons From Building a Highly Reproducible Data Warehouse
We do a lot of SQL queries over (CSVs, Parquet, JSON) in S3 using AWS Athena. I work on an OSS project called Quilt that snapshots immutable datasets in S3 and supports reproducibility, idempotency, and functional data engineering.
What are some alternatives?
uawardata - The data behind uawardata.com
dvc - 🦉 ML Experiments and Data Management with Git
data - Data and code behind the articles and graphics at FiveThirtyEight
lakeFS - lakeFS - Data version control for your data lake | Git for data
Tegridy-MIDI-Dataset - Tegridy MIDI Dataset for precise and effective Music AI models creation.
natural-language-image-search - Search photos on Unsplash using natural language
data-engineering-nd - Projects of the Udacity Data Engineering Nanodegree Program.
food-recognition-benchmark-starter-kit - This repository is the main Food Recognition Benchmark template and Starter kit. Clone the repository to compete now!
demo-code - Bits of code I use during live demos
GSOC2017
data-engineering-book - Accumulated knowledge and experience in the field of Data Engineering