Evidently AI

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6 repositories

evidently
Public
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.
data-science machine-learning data-validation pandas-dataframe jupyter-notebook html-report hacktoberfest data-quality mlops model-monitoring
Jupyter Notebook
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Apache License 2.0
•605•5.5k•176•10•Updated Dec 4, 2024Dec 4, 2024
tracely
Public
LLM application tracing based on OpenTelemetry
tracing observability model-monitoring open-telemetry lllmops
Python
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Apache License 2.0
•0•8•0•0•Updated Nov 19, 2024Nov 19, 2024
community-examples
Public
Examples of using Evidently to evaluate, test and monitor ML models.
Jupyter Notebook
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Apache License 2.0
•4•18•1•0•Updated Nov 18, 2024Nov 18, 2024
ml_observability_course
Public
Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in production.
data-quality-checks data-quality production-machine-learning mlops model-monitoring machine-learning-operations model-performance data-drift ml-pipelines ml-monitoring
Jupyter Notebook
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Apache License 2.0
•28•72•2•4•Updated Dec 17, 2023Dec 17, 2023
aws_alerting
Public
Python
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Apache License 2.0
•2•5•0•0•Updated Jun 13, 2023Jun 13, 2023
evidentlyai.github.io
Public
HTML
•1•3•0•0•Updated Jun 7, 2021Jun 7, 2021