Python data-ops

Open-source Python projects categorized as data-ops
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Topics: Python Workflow Automation Data Science Pipeline
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Top 3 Python data-ops Projects

  • Prefect

    The easiest way to build, run, and monitor data pipelines at scale.

    • Project mention: Prefect: A workflow orchestration tool for data pipelines | news.ycombinator.com | 2024-03-13

  • cleanlab

    The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

    • Project mention: [Research] Detecting Annotation Errors in Semantic Segmentation Data | /r/MachineLearning | 2023-11-05

    We have feely open-sourced our new method for improving segmentation data, published a paper on the research behind it, and released a 5-min code tutorial. You can also read more in the blog if you'd like.

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  • Taipy

    Turns Data and AI algorithms into production-ready web applications in no time.

    • Project mention: Python Day 9: Building Interactive Web Apps without HTML/CSS and JavaScript | dev.to | 2024-04-26

    Taipy is an open-source Python library that enables data scientists and developers to build robust end-to-end data pipelines.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python data-ops related posts

  • Python Day 9: Building Interactive Web Apps without HTML/CSS and JavaScript

    1 project | dev.to | 26 Apr 2024

  • +10 Resources to Empower Women in Technology

    1 project | dev.to | 6 Mar 2024

  • Show HN: Building data and AI apps, an alternative to Streamlit

    1 project | news.ycombinator.com | 12 Feb 2024

  • Our open-source project for building AI / Data full-stack apps got funded! 🎉 🎉

    1 project | dev.to | 15 Jan 2024

  • Plotting 1,000,000 points on a webpage using only Python

    1 project | /r/bigdata | 11 Dec 2023

  • Taipy – Robust Web Apps Programming Using Only Python

    1 project | news.ycombinator.com | 20 May 2023

  • Taipy: An Open-Source Web App Builder Made for Python

    1 project | news.ycombinator.com | 20 May 2023
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    www.saashub.com | 10 May 2024
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Index

What are some of the best open-source data-ops projects in Python? This list will help you:

Project Stars
1 Prefect 14,724
2 cleanlab 8,719
3 Taipy 8,731

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