open-connectome

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omkar-dhakane / flywire-gnn

FlyWire FAFB v783 connectome as a ready-to-train PyTorch Geometric dataset: 139,255 neurons, 2.7M edges, 9-class node classification, real CPU baselines (MLP 0.9851 / SAGE 0.9812 / GCN 0.9166)

benchmark machine-learning neuroscience pytorch dataset drosophila connectome node-classification pytorch-geometric gnn graph-neural-network flywire fafb brain-map open-connectome

Updated Sep 23, 2026
Python

shantaopaque1542 / flywire-gnn

Star

Download the complete fruit-fly brain connectome as a ready-to-train PyTorch Geometric dataset with neuron labels and reproducible baselines.

benchmark machine-learning neuroscience pytorch dataset drosophila connectome node-classification pytorch-geometric gnn graph-neural-network flywire fafb brain-map open-connectome

Updated Oct 11, 2026
Python

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