cuGraph

E890459
GPU-accelerated graph analytics library RAPIDS library open-source software

cuGraph is a GPU-accelerated graph analytics library in the NVIDIA RAPIDS ecosystem designed to perform large-scale graph processing and algorithms efficiently on NVIDIA GPUs.

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Statements (56)

Predicate Object
instanceOf GPU-accelerated graph analytics library ⓘ
RAPIDS library ⓘ
open-source software ⓘ
acceleratedBy NVIDIA GPU NERFINISHED ⓘ
developer NVIDIA NERFINISHED ⓘ
documentation https://docs.rapids.ai/api/cugraph/stable/ ⓘ
domain graph analytics ⓘ
graph processing ⓘ
feature GPU-accelerated primitives ⓘ
NetworkX-compatible API ⓘ
distributed graph analytics ⓘ
multi-GPU support ⓘ
single-GPU support ⓘ
integratesWith Dask NERFINISHED ⓘ
NetworkX NERFINISHED ⓘ
cuDF NERFINISHED ⓘ
license Apache License 2.0 ⓘ
optimizedFor high-performance computing ⓘ
large-scale graphs ⓘ
partOf RAPIDS NERFINISHED ⓘ
RAPIDS AI ecosystem NERFINISHED ⓘ
programmingLanguage C++ ⓘ
CUDA NERFINISHED ⓘ
Python ⓘ
repository https://github.com/rapidsai/cugraph ⓘ
supportsAlgorithm Betweenness centrality ⓘ
Breadth-First Search NERFINISHED ⓘ
Breadth-First Search-based traversal ⓘ
Connected Components ⓘ
Eigenvector centrality ⓘ
Graph coloring ⓘ
HITS ⓘ
Jaccard similarity ⓘ
K-Core decomposition ⓘ
Katz centrality NERFINISHED ⓘ
Leiden community detection ⓘ
Louvain community detection ⓘ
Maximum Weight Matching ⓘ
Minimum Spanning Tree ⓘ
PageRank NERFINISHED ⓘ
Single-Source Shortest Path ⓘ
Strongly Connected Components ⓘ
Triangle Counting ⓘ
Weakly Connected Components ⓘ
supportsHardware NVIDIA RTX GPUs NERFINISHED ⓘ
NVIDIA data center GPUs NERFINISHED ⓘ
supportsLanguageBinding C++ API NERFINISHED ⓘ
Python API NERFINISHED ⓘ
useCase fraud detection ⓘ
recommendation systems ⓘ
social network analysis ⓘ
telecom network analysis ⓘ
usesFramework CUDA NERFINISHED ⓘ
RAFT NERFINISHED ⓘ
RAPIDS Memory Manager NERFINISHED ⓘ
cuDF NERFINISHED ⓘ

Referenced by (1)

Full triples — surface form annotated when it differs from this entity's canonical label.

NVIDIA RAPIDS → component → cuGraph ⓘ