Frontiers

ATOMIC: a graph attention network for atopic dermatitis prediction using human gut microbiome

Introduction: Atopic dermatitis (AD) is a chronic inflammatory skin disease driven by complex interactions among genetic, environmental, and microbial factors; however, its etiology remains unclear.
IEEE

Forecasting Nutrient Flows using Terrain Elevation-aware Spatial-Temporal Graph Neural Networks

Abstract: Spatiotemporal graph neural networks (STGNNs) have been adopted for predictive analysis in various scientific domains. Despite their promising performance, the dominance of big ...
GitHub

Hierarchical behavior models for complex decision-making and behavior generation in robotics!

Behavior components address How to do it? and Can we do it?, while Arbitrators decide What to do? 🧠 Meta-framework Integrate diverse methods in one decision-making framework. Why not combine ...
GitHub

Automatically download your Garmin Connect activities as JSON files, along with associated GPS tracks (GPX, TCX, KML) and workout data (CSV).

garmin_downloads/ ├── activity_json/ ← Activity details (JSON, every activity) │ ├── 2024-03-15-14-32-10_activity_1001_running_Downtown_Running.json ...
IEEE

Picasso: Memory-Efficient Graph Coloring Using Palettes With Applications in Quantum Computing

Abstract: A coloring of a graph is an assignment of colors to vertices such that no two neighboring vertices have the same color. The need for memory-efficient coloring algorithms is motivated by ...