Jupyter Notebook data-quality

Open-source Jupyter Notebook projects categorized as data-quality
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Top 6 Jupyter Notebook data-quality Projects

data-quality

  1. Made-With-ML

    Learn how to design, develop, deploy and iterate on production-grade ML applications.

  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo

  3. evidently

    Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

    Project mention: Evidently: Open-source ML observability platform | news.ycombinator.com | 2024-12-12

  4. mlops-course

    Learn how to design, develop, deploy and iterate on production-grade ML applications.

  5. whylogs

    An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈

  6. awesome-data-centric-ai

    Open-Source Software, Tutorials, and Research on Data-Centric AI 🤖

  7. awesome-python-for-data-science

    A curated list of awesome resources such as books, tutorials, courses, open-source libraries, exercises, and other materials that support Pythonistas in the making, and Pythonistas migrating into Data Science! 📊

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).

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Index

What are some of the best open-source data-quality projects in Jupyter Notebook? This list will help you:

# Project Stars
1 Made-With-ML 38,894
2 evidently 6,275
3 mlops-course 3,135
4 whylogs 2,726
5 awesome-data-centric-ai 336
6 awesome-python-for-data-science 85

Sponsored
InfluxDB – Built for High-Performance Time Series Workloads
InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
www.influxdata.com

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