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evidentlyai/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.

Stack
Jupyter Notebook Jupyter LlamaIndex pytest React npm PEP 517 pip
GitHub topics
#data-drift #data-quality #data-science #data-validation #generative-ai #hacktoberfest
Updated
2026-05-02
Lists
4 list mentions
First commit
2020-11-25
History
7 history points
License
Apache-2.0
Issues
284 open
Sign in to like evidentlyai/evidently
7,693
stars
Forks
877
Commits
2,795 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Website GitHub
deepchecks/deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

Stack
Python Jupyter pytest Tornado pip
GitHub topics
#data-drift #data-science #data-validation #deep-learning #html-report #jupyter-notebook
Updated
2025-12-28
Lists
3 list mentions
First commit
2021-10-11
History
7 history points
License
NOASSERTION
Issues
263 open
Sign in to like deepchecks/deepchecks
4,038
stars
Forks
300
Commits
1,504 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Website GitHub
SeldonIO/alibi-detect

Algorithms for outlier, adversarial and drift detection

Stack
Jupyter Notebook pytest pip
GitHub topics
#adversarial #anomaly #concept-drift #data-drift #detection #drift-detection
Updated
2025-12-11
Lists
1 list mention
First commit
2019-10-07
History
6 history points
License
NOASSERTION
Issues
141 open
Sign in to like SeldonIO/alibi-detect
2,532
stars
Forks
247
Commits
762 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub