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evidently
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.
★7.8kstars
Jupyter Notebook
Apache-2.0
Updated: Today
📋 Project at a Glance
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What's this?A , built with Jupyter Notebook open-source project in the Security & Governance category, core strengths: data-drift/data-quality
Who made it?Maintained by evidentlyai team, 7.8K⭐ on GitHub, #27 out of 413 in Security & Governance
Why does it exist?As the Security & Governance landscape evolved, the evidentlyai team identified the need for better data-drift solutions. evidently was created to simplify data-quality workflows.
What can it do?Key use cases: data-science, data-validation, generative-ai
How to install with AI?Use an AI coding assistant to follow the README and automatically handle the install and environment setup.
🔗 github.com/evidentlyai/evidently | 官网 https://discord.gg/xZjKRaNp8b
🔗 github.com/evidentlyai/evidently | 官网 https://discord.gg/xZjKRaNp8b
Topics
data-driftdata-qualitydata-sciencedata-validationgenerative-aihacktoberfesthtml-reportjupyter-notebookllmllmopsmachine-learningmlopsmodel-monitoringpandas-dataframe