This directory contains code necessary to run the GraphSage algorithm. GraphSage can be viewed as a stochastic generalization of graph convolutions, and it is especially useful for massive, dynamic ...

Thinking Machines Lab released Inkling on July 15, 2026, its first model trained from scratch. The full weights ship under Apache 2.0. It is a 975B-parameter Mixture-of-Experts transformer with 41B ...

Abstract: In this paper, we propose a model of a Network Intrusion Detection System (NIDS) named E-T-GraphSAGE (ETG), which fuses Graph Neural Network (GNN) and Transformer techniques. With the ...

MotivationAccurate drug–target interaction (DTI) prediction remains difficult for underexplored drugs and targets, especially when available interaction evid ...

Abstract: Graph convolutional network (GCN) has shown potential in hyperspectral image (HSI) classification. However, GCN is a transductive learning method, which is difficult to aggregate the new ...