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# 3D Point Cloud Kernels
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Pytorch CPU and CUDA kernels for spatial search and interpolation for 3D point clouds.
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- ![ Deploy] ( https://github.com/nicolas-chaulet/torch-points-kernels/workflows/Deploy/badge.svg ) ![ Unittests] ( https://github.com/nicolas-chaulet/torch-points-kernels/workflows/Unittests/badge.svg )
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+ [ ![ PyPI version ] ( https://badge.fury.io/py/torch-points-kernels.svg )] ( https://badge.fury.io/py/torch-points-kernels ) ![ Deploy] ( https://github.com/nicolas-chaulet/torch-points-kernels/workflows/Deploy/badge.svg ) ![ Unittests] ( https://github.com/nicolas-chaulet/torch-points-kernels/workflows/Unittests/badge.svg )
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## Installation
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** Requires torch** version 1.0 or higher to be installed before proceeding. Once this is done, simply run
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