cuSpatial

E890463

cuSpatial is a GPU-accelerated spatial and GIS analytics library within NVIDIA RAPIDS designed to perform high-performance geospatial data processing.

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cuSpatial canonical 1

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Statements (51)

Predicate Object
instanceOf GPU-accelerated spatial analytics library
RAPIDS library
geospatial data processing library
open-source software
compatibleWith Apache Arrow data layout via cuDF
NVIDIA GPUs
linked to: NVIDIA GPU hardware
developer NVIDIA
linked to: NVIDIA Corporation
domain GIS
geospatial analytics
integratesWith Dask
cuDF
cuGraph
cuML
license Apache License 2.0
operatingSystem Linux
optimizedFor GPU acceleration
massively parallel computation
partOf NVIDIA RAPIDS
RAPIDS
linked to: NVIDIA RAPIDS
programmingLanguage C++
Python
supportsFeature GeoJSON reading
Hausdorff distance
linked to: Hausdorff metric

Haversine distance
coordinate transformations
distance computations
geospatial joins
geospatial visualization workflows
point aggregation
point-in-polygon queries
polygon bounding boxes
polygon clipping
quadtree indexing
shapefile reading
spatial filtering
spatial indexing
spatial join operations
spatial range queries
spatial window queries
trajectory analysis
trajectory clustering
supportsLanguageBinding C++ API
Python API
useCase environmental and climate geospatial analysis
large-scale geospatial data processing
location-based services analytics
real-time spatial analytics
transportation and mobility analysis
usesFramework CUDA
linked to: NVIDIA CUDA

RAPIDS RMM
RAPIDS cuDF
linked to: cuDF

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

NVIDIA RAPIDS component cuSpatial