Neural Subgraph Matching and Search

manishshettym / codescholar

codescholar: growing programs graphs idiomatically for API usage examples

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Closed manishshettym closed 1 year ago

manishshettym commented 1 year ago

Contains code to:

[x] Train a neural network to embed subgraph (i.e., neighborhoods) of input graphs.
[x] Scalable embedding of a dataset of graphs into fixed sized vectors.
[x] A random walking search strategy to identify frequent idioms.