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gptkbp:instanceOf
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GPU-accelerated graph analytics library
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gptkbp:availableOn
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gptkb:GitHub
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gptkbp:category
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Data science
Machine learning
High-performance computing
Graph processing
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gptkbp:developedBy
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gptkb:Nvidia
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gptkbp:documentation
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https://docs.rapids.ai/api/cugraph/stable/
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gptkbp:firstReleased
|
2019
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|
https://www.w3.org/2000/01/rdf-schema#label
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Nvidia cuGraph
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gptkbp:integratesWith
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gptkb:NetworkX
gptkb:cuDF
gptkb:Dask
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gptkbp:latestReleaseVersion
|
23.12
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gptkbp:license
|
gptkb:Apache_License_2.0
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gptkbp:openSource
|
true
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gptkbp:partOf
|
gptkb:RAPIDS_suite
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gptkbp:programmingLanguage
|
gptkb:Python
gptkb:C++
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|
gptkbp:provides
|
graph algorithms
graph analytics
APIs for C++
APIs for Python
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|
gptkbp:supports
|
gptkb:NVIDIA_GPUs
distributed computing
multi-GPU
single-GPU
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gptkbp:supportsAlgorithm
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gptkb:PageRank
gptkb:Breadth-First_Search
gptkb:GraphSAGE
gptkb:Graph_Attention_Networks
gptkb:Graph_Convolutional_Networks
gptkb:HITS
gptkb:Jaccard_Similarity
gptkb:Katz_Centrality
gptkb:Louvain_Community_Detection
gptkb:Node2Vec
gptkb:SVD
gptkb:Single-Source_Shortest_Path
gptkb:Personalized_PageRank
Betweenness Centrality
Connected Components
Ego Graph
Graph Coloring
K-Core Decomposition
Label Propagation
Spectral Clustering
Triangle Counting
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gptkbp:uses
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gptkb:CUDA
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gptkbp:bfsParent
|
gptkb:Nvidia
|
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gptkbp:bfsLayer
|
5
|