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Abstract: Recently, significant strides have been made in the field of representation learning. Nevertheless, prior methods have predominantly centered on supervised learning, which necessitates a ...

Therefore, this study develops a GIN-based framework for graph representation learning. Initially, ship trajectories are represented as vector graph structures, with both original and derived features ...

TorchMD-Net provides builds for CPU-only, CUDA 11.8 and CUDA 12.4. CPU versions are only provided as reference, as the performance will be extremely limited. Depending on which variant you wish to ...