Questions tagged [tensorflow-gnn]

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Tensorflow-GNN model.fit() error while training a skeleton-based GNN (index error)

I am using TFGNN library to build a skeleton based graph neural network for action recognition and while running a simple model I keep getting the following error. The model is simple and it is adapted from the official colab The input GraphSchema…
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How do I train a TensorFlow Graph Neural Network (GNN)?

I'm attempting to write a Graph Neural Network (GNN) to solve the Time Difference of Arrival (TDoA) multilateration problem. The problem statement is as follows: given the known coordinates of 4 sensors, and the complete set of pairwise arrival time…
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Memory requirement of GNN SageConv

Sorry for my simple question. My question is that in GraphSage paper, they talked about graphsage being inductive. Is Graphsage needs all of its training time samples in memory during testing? If not, how does it performs test? Since in its…
user85361
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Tensorflow-GNN gcn_conv.GCNConv GraphUpdate returns NaN Tensor

I am using gcn_conv.GCNConv to perform a GraphUpdate with the following code: g = graphs[0] hidden_size = 32 context_features = g.context.get_features_dict() label = context_features.pop('label') new_graph =…
Marianna
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