Popular GitHub Repositories for Lloyd Relaxation

auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs

Mindful is a mental wellness app designed to support users in managing stress and anxiety. Powered by advanced AI, it offers personalized advice and a soothing music player for relaxation. Built with Node.js, PostgreSQL, and Firebase, Mindful follows clean architecture principles, ensuring a seamless and user-friendly experience.

Solving Jigsaw Puzzles using Relaxation Labeling. Code relative to the paper: Nash Meets Wertheimer: Using Good Continuation in Jigsaw Puzzles (ACCV 2024)

This project is designed to provide personalized music recommendations for relaxation and meditation. Leveraging ML and data analysis, the system suggests tracks based on user preferences such as tempo, energy, and genre. Join us in enhancing music discovery through advanced algorithms and community-driven contributions.

BIHE Protocol - Next-generation vector quantization combining E8 lattice geometry with Lloyd algorithm optimization. Achieves 16× compression ratio while maintaining 88.5% recall on real-world datasets. Validated on Stanford SQuAD v2.0 (5,000 texts) and Microsoft MS MARCO (6,000 texts). Features NSM below Shannon theoretical limits.

Parallel C implementation of a mixing-method variant solving the basic SDP relaxation of semi-supervised support vector machine (S3VM) models, plus variable-bound tightening.

A comprehensive AI-powered platform that integrates database connectivity, natural language querying, and advanced business automation features such as AI chatbots, email marketing, and appointment scheduling, along with a unique relaxation music section.