learning-enabled-software

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peymanpro / LNASF-Adaptive-Customizable-Dashboard

Next.js dashboard reference demo for selected LNASF principles: bounded session learning, evidence-gated layout suggestions, user-approved adaptation, and deterministic fallback.

typescript dashboard nextjs software-architecture online-learning human-in-the-loop dashboard-customization tailwindcss adaptive-systems runtime-adaptation adaptive-softwares learning-enabled-software

Updated Oct 12, 2026
TypeScript

peymanpro / Learning-Native-Adaptive-Software-Framework-Or-LNASF

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Proposed research framework for a testable software-component contract covering runtime observation, online learning, evidence-based prediction, gated adaptation, deterministic fallback, and outcome evaluation.

machine-learning-algorithms online-learning-algorithms self-adaptive-systems software-architecture-and-design component-based-software-design runtime-adaptation research-framework software-frameworks software-components adaptive-systems-theory predictive-adaptation adaptive-software learning-native-software learning-enabled-software

Updated Oct 12, 2026
TeX

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