Sponsor of the Day:
Jerkmate
https://towardsdatascience.com/production-ready-llm-agents-a-comprehensive-framework-for-offline-evaluation/
Production-Ready LLM Agents: A Comprehensive Framework for Offline Evaluation | Towards Data Science
We’ve become remarkably good at building sophisticated agent systems, but we haven’t developed the same rigor around proving they work.
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https://towardsdatascience.com/beyond-roc-auc-and-ks-gini-coefficient-explained-simply/
The Gini Coefficient: From Lorenz Curves to Model Evaluation | Towards Data Science
Oct 12, 2025 - Understanding how the Gini and Lorenz curves help measure how well a model separates defaulters from non-defaulters.
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https://towardsdatascience.com/tag/agent-evaluation/
agent evaluation | Towards Data Science
Read articles about agent evaluation in Towards Data Science - the world’s leading publication for data science, data analytics, data engineering, machine...
evaluation towards dataagentscience
https://repositum.tuwien.at/handle/20.500.12708/54943
reposiTUm: Towards evaluation and comparison of tools for ontology population from spreadsheet data
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