bkj / Pytorch Graphsage
Representation learning on large graphs using stochastic graph convolutions.
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Programming Languages
python
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Labels
graphsage
pytorch version of https://github.com/williamleif/GraphSAGE
There are also a handful of new features, including:
- scripts for preprocessing data
- attention-based aggregator
- sparse edge sampler (eg, don't use the dense 2D edgelist)
- richer, pluggable preprocessing classes
This version is missing some features, as well. Namely:
- we don't support unsupervised models (yet)
A simplified version of the original Tensorflow version can be found on branch tf-simple.
LICENSE
MIT
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