Jupyter Notebook data-drift

Open-source Jupyter Notebook projects categorized as data-drift
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drift-detection Data Validation Machine Learning html-report model-monitoring
AppSignal knows why the f*#k it crashed.
Stop vibe-debugging. Every exception, every backtrace, grouped so you see patterns, not noise.
www.appsignal.com
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Top 3 Jupyter Notebook data-drift Projects

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data-drift

  1. 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: Why Your Neural Network Fails Silently and How to Actually Debug It | dev.to | 2026-04-25

    Set up drift detection. Compare weekly distributions of model inputs against your training data baseline. Tools like Evidently make this straightforward.

  2. AppSignal

    AppSignal knows why the f*#k it crashed. Stop vibe-debugging. Every exception, every backtrace, grouped so you see patterns, not noise.

    AppSignal logo

  3. alibi-detect

    Algorithms for outlier, adversarial and drift detection

  4. eurybia

    ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation

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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Jupyter Notebook data-drift related posts

  • Why Your Neural Network Fails Silently and How to Actually Debug It

    1 project | dev.to | 25 Apr 2026

  • Evidently: Open-source ML observability platform

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

  • Evidently: Open-source ML observability platform

    1 project | news.ycombinator.com | 18 Nov 2024

  • Evidently: An open-source ML and LLM observability framework

    1 project | news.ycombinator.com | 20 Aug 2024

  • 20 examples of LLM-powered applications in the real world

    1 project | dev.to | 3 Jul 2024

  • [P] Free open-source ML observability course: starts October 16 🚀

    1 project | /r/MachineLearning | 15 Oct 2023

  • Free Open-source ML observability course

    1 project | news.ycombinator.com | 4 Oct 2023
  • A note from our sponsor - AppSignal
    www.appsignal.com | 7 Aug 2026
    Stop vibe-debugging. Every exception, every backtrace, grouped so you see patterns, not noise. Learn more →

Index

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

# Project Stars
1 evidently 7,778
2 alibi-detect 2,545
3 eurybia 224

Sponsored
AppSignal knows why the f*#k it crashed.
Stop vibe-debugging. Every exception, every backtrace, grouped so you see patterns, not noise.
www.appsignal.com

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