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Awesome GitHub RepositoriesPredictive Loading Libraries
Libraries that combine ML and navigation data to proactively load page content.
Distinct from Lazy Loading Libraries: Broadly covers the predictive loading capability, distinct from simple lazy loading or image libraries.
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Awesome Predictive Loading Libraries GitHub Repositories
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- guess-js/guess
guess-js/guess
7,117Auf GitHub ansehenGuess is a predictive page loading library that uses machine learning to prefetch JavaScript bundles and assets. It functions as a resource prefetcher that predicts the next page a user will visit by utilizing a web application route parser and a user behavior analytics integrator. The project distinguishes itself by importing navigation patterns from analytics APIs to inform its predictive models. It uses probabilistic navigation modeling and historical transition data to calculate the likelihood of future page visits, allowing for the proactive download of lazy-loaded bundles. The system i
A capability to identify and download lazy-loaded JavaScript bundles for the pages most likely to be visited next.
TypeScript
