Link Prediction

Cosine

single-GPU

cugraph.cosine(input_graph[, vertex_pair, ...])	Compute the Cosine similarity between each pair of vertices connected by an edge, or between arbitrary pairs of vertices specified by the user.
cugraph.cosine_coefficient(G[, ebunch])
cugraph.all_pairs_cosine(input_graph[, ...])	Compute the All Pairs Cosine similarity between all pairs of vertices specified.

multi-GPU

cugraph.dask.link_prediction.cosine.cosine(...)	Compute the Cosine similarity between each pair of vertices connected by an edge, or between arbitrary pairs of vertices specified by the user.
cugraph.dask.all_pairs_cosine(input_graph[, ...])	Compute the All Pairs Cosine similarity between all pairs of vertices specified.

Jaccard Coefficient

single-GPU

cugraph.jaccard(input_graph[, vertex_pair, ...])	Compute the Jaccard similarity between each pair of vertices connected by an edge, or between arbitrary pairs of vertices specified by the user.
cugraph.jaccard_coefficient(G[, ebunch])	For NetworkX Compatability.
cugraph.all_pairs_jaccard(input_graph[, ...])	Compute the All Pairs Jaccard similarity between all pairs of vertices specified.

multi-GPU

cugraph.dask.link_prediction.jaccard.jaccard(...)	Compute the Jaccard similarity between each pair of vertices connected by an edge, or between arbitrary pairs of vertices specified by the user.
cugraph.dask.all_pairs_jaccard(input_graph)	Compute the All Pairs Jaccard similarity between all pairs of vertices specified.

Overlap Coefficient

single-GPU

cugraph.overlap(input_graph[, vertex_pair, ...])	Compute the Overlap Coefficient between each pair of vertices connected by an edge, or between arbitrary pairs of vertices specified by the user.
cugraph.overlap_coefficient(G[, ebunch, ...])	Compute overlap coefficient.
cugraph.all_pairs_overlap(input_graph[, ...])	Compute the All Pairs Overlap Coefficient between each pair of vertices connected by an edge, or between arbitrary pairs of vertices specified by the user.

multi-GPU

cugraph.dask.link_prediction.overlap.overlap(...)	Compute the Overlap Coefficient between each pair of vertices connected by an edge, or between arbitrary pairs of vertices specified by the user.
cugraph.dask.all_pairs_overlap(input_graph)	Compute the All Pairs Overlap similarity between all pairs of vertices specified.

Sorensen Coefficient

single-GPU

cugraph.sorensen(input_graph[, vertex_pair, ...])	Compute the Sorensen coefficient between each pair of vertices connected by an edge, or between arbitrary pairs of vertices specified by the user.
cugraph.sorensen_coefficient(G[, ebunch])	Compute sorensen coefficient.
cugraph.all_pairs_sorensen(input_graph[, ...])	Compute the All Pairs Sorensen coefficient between each pair of vertices connected by an edge, or between arbitrary pairs of vertices specified by the user.

multi-GPU

cugraph.dask.link_prediction.sorensen.sorensen(...)	Compute the Sorensen coefficient between each pair of vertices connected by an edge, or between arbitrary pairs of vertices specified by the user.
cugraph.dask.all_pairs_sorensen(input_graph)	Compute the All Pairs Sorensen similarity between all pairs of vertices specified.