conda create --name graphllm python==3.10.12 conda activate graphllm pip install torch pip install openai pip install torch_geometric pip install pyg_lib torch ...
Developers no longer work in the background. They are at the centre of progress, shaping how GenAI evolves and how it ...
Apple’s “App Intents” and Huawei’s “Intelligent Agent Framework” allow the OS to expose app functionalities as discrete ...
Kirchhoff graphs are a new type of graph, one whose edges are vectors. They depict the dependencies in sets of vectors, and in this regard, they are akin to matroids. Indeed every binary matroid is ...
Abstract: The increasing severity of traffic congestion has driven the application of deep reinforcement learning (DRL) in traffic signal control. It utilizes spatial states to interact with ...
Abstract: In this communication, we propose the vector-graph-feature-extraction (VGFE) approach to accurately and concisely characterize details of electromagnetic metasurface (EM), and then train a ...
K3D: a GPU‑native spatial knowledge architecture where humans and AI cohabit 3D “houses” of memory—unifying CAD‑like geometry, vector graphs, and neurosymbolic reasoning. Open specs + Apache‑2.0 ...
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