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memgraph / documentation

The official documentation for Memgraph open-source graph database.
https://memgraph.com/docs
MIT License
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Add information about Memgraph + GNN #103

Open katarinasupe opened 1 year ago

katarinasupe commented 1 year ago

Add more info about Memgraph + GNNs in MAGE docs. Info can be found on Notion/Slack.

vpavicic commented 9 months ago

When you have the time, can you provide more info please?

vpavicic commented 8 months ago

@katarinasupe

katarinasupe commented 8 months ago

https://www.notion.so/memgraph/shareable-resource-Memgraph-GNN-9b82bdce18214862afe8c074a7998e53 https://www.notion.so/memgraph/Graph-analytics-ML-aea9378325b44b88a084e034b615d73b

vpavicic commented 7 months ago

What I find useful and can be added to the docs: On node2vec page - Devs sometimes use algorithms instead of GNNs. For example, you can use node2vec algorithm to determine node embeddings: https://memgraph.com/blog/link-prediction-with-node2vec-in-physics-collaboration-network. But, node2vec is less precise than GNNs (in approximately 35% of cases, node2vec gives correct results, while GNNs are in approximately 75% right).

add images to link prediciton, node classification and TGN