Repository Index

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

• pytorch
• graph-neural-networks
• temporal-networks
• temporal-graphs

Transform geospatial relations into graphs for Graph Neural Networks and spatial network analysis

• network-analysis
• spatial-analysis
• geographical-information-system
• graph-neural-networks

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

• tensorflow
• gnn
• deep-learning
• machine-learning

PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.

• gnn
• graph-neural-netowrks
• signed-networks
• directed-networks

Learning cell communication from spatial graphs of cells

• tensorflow
• gnn
• glm
• cvae

GNN-based gene-selection deep learning model for drug response prediction