Dessi GHow to Install PyTorch Geometric with Apple Silicon Support (M1/M2/M3)Recently I had to build a Temporal Neural Network model. I am not a data scientist. However, I needed the model as a central service of the…Sep 15
InTowards Data SciencebyGiuseppe FutiaThe Expressive Power of GNNs — The Message Passing Neural NetworkIntroducing the MPNN architecture with PyTorch Geometric to connect the dots for a theoretical analysis of Graph Neural Network modelsSep 2
InWriting in the World of Artificial IntelligencebyAbish PiusGNNs (Graph Neural Networks) made easy with PyTorch GeometricTraditional models like Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs) have been highly successful for…Sep 5Sep 5
Mobina PoulaeiPredicting Protein Functions Using GNNsProteins are crucial for life, performing various tasks like speeding up reactions, providing structure, and enabling cell communication…Aug 20Aug 20
InPython in Plain EnglishbyFilip Wójcik, Ph.D.NodePiece: From Node IDs to TokensA novel approach to graph embeddingsApr 11Apr 11
Dessi GHow to Install PyTorch Geometric with Apple Silicon Support (M1/M2/M3)Recently I had to build a Temporal Neural Network model. I am not a data scientist. However, I needed the model as a central service of the…Sep 15
InTowards Data SciencebyGiuseppe FutiaThe Expressive Power of GNNs — The Message Passing Neural NetworkIntroducing the MPNN architecture with PyTorch Geometric to connect the dots for a theoretical analysis of Graph Neural Network modelsSep 2
InWriting in the World of Artificial IntelligencebyAbish PiusGNNs (Graph Neural Networks) made easy with PyTorch GeometricTraditional models like Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs) have been highly successful for…Sep 5
Mobina PoulaeiPredicting Protein Functions Using GNNsProteins are crucial for life, performing various tasks like speeding up reactions, providing structure, and enabling cell communication…Aug 20
InPython in Plain EnglishbyFilip Wójcik, Ph.D.NodePiece: From Node IDs to TokensA novel approach to graph embeddingsApr 11
InStanford CS224W: Machine Learning with GraphsbyJunyi TaoGraph Transformer for Node Label Prediction with PyGBy Junyi Tao, Patrick Ryan, and Yuren Sun (alphabetical order)Jan 29
Marcel Boersma PhDFrom Nodes to Knowledge: PyTorch Geometric’s Heterogeneous Message Passing ExplainedGraph Neural Networks (GNNs) are powerful tools for predicting complex systems' behavior. They excel when the system’s relationships can be…May 151
