Constructed with PyTorch Geometric and utilizing MovieLens DataSet
A graph is a option to characterize relationships between entities, utilizing nodes to characterize the entities and edges to characterize the connections between them. This construction is flexible and might be utilized to a variety of real-world issues. As an illustration, I can create a easy graph with two nodes, person and film, the place node person offers (i.e. an edge relationship) node film a ranking of 4.5.
By modeling knowledge and relationships amongst them as a graph, one can seize wealthy and complicated patterns, making graph modeling an affordable strategy for a lot of modeling functions.
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