Abstract: Social graphs are essential for various data analysis, yet their direct publication introduces significant privacy risks due to the sensitive nature of their information. To mitigate these ...
EdgeTrain is a Python package designed to dynamically adjust deep learning training parameters and strategies based on CPU and GPU performance. It optimizes the training process by adjusting batch ...
Abstract: Although Graph Neural Networks (GNNs) have exhibited the powerful ability to gather graph-structured information from neighborhood nodes via various message-passing mechanisms, the ...
NEHSNet is tested on Ubuntu 18 with Pytorch 1.7.1 and Python 3.9. Create a conda environment: conda create -n NEHSNet python=3.9 Install PyTorch 1.7.1 and Torchvision 0.8.2 following the official ...
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