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Title: GitHub - NVIDIA/MinkowskiEngine: Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

Open Graph Title: GitHub - NVIDIA/MinkowskiEngine: Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

X Title: GitHub - NVIDIA/MinkowskiEngine: Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

Description: Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors - NVIDIA/MinkowskiEngine

Open Graph Description: Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors - NVIDIA/MinkowskiEngine

X Description: Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors - NVIDIA/MinkowskiEngine

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setup.pyhttps://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine/blob/master/setup.py
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https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#minkowski-engine
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https://pypi.org/project/MinkowskiEngine/
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the documentation pagehttp://nvidia.github.io/MinkowskiEngine/overview.html
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#news
pytorch 1.8 + CUDA 11https://github.com/NVIDIA/MinkowskiEngine/issues/330
anaconda for installationhttps://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#anaconda
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#example-networks
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https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#sparse-tensor-networks-neural-networks-for-spatially-sparse-tensors
sparse convolutional networkshttps://www.cv-foundation.org/openaccess/content_cvpr_2015/papers/Liu_Sparse_Convolutional_Neural_2015_CVPR_paper.pdf
spatially sparse datahttps://arxiv.org/abs/1409.6070
Siggraph'17https://wang-ps.github.io/O-CNN.html
generalized convolutionhttps://nvidia.github.io/MinkowskiEngine/sparse_tensor_network.html
the documentation page on sparse tensor networkshttps://nvidia.github.io/MinkowskiEngine/sparse_tensor_network.html
the terminology pagehttps://nvidia.github.io/MinkowskiEngine/terminology.html
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https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#features
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#requirements
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#installation
the installation wiki pagehttps://github.com/NVIDIA/MinkowskiEngine/wiki/Installation
the github issue pagehttps://github.com/NVIDIA/MinkowskiEngine/issues
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https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#pip
PyPI MinkowskiEnginehttps://pypi.org/project/MinkowskiEngine/
instructionhttps://pytorch.org
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#anaconda
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#cuda-102
the anaconda documentationhttps://docs.anaconda.com/anaconda/install/
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#cuda-11x
the anaconda documentationhttps://docs.anaconda.com/anaconda/install/
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#system-python
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#docker
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#cpu-only-build-and-blas-configuration-mkl
quick starthttps://nvidia.github.io/MinkowskiEngine/quick_start.html
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#quick-start
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#creating-a-network
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#forward-and-backward-using-the-custom-network
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#discussion-and-documentation
MinkowskiEngine documentation pagehttp://nvidia.github.io/MinkowskiEngine/
github issue pagehttps://github.com/NVIDIA/MinkowskiEngine/issues
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#known-issues
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#specifying-cuda-architecture-list
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#unhandled-out-of-memory-thrustsystem-exception
a known issuehttps://github.com/NVIDIA/thrust/issues/1448
issuehttps://github.com/NVIDIA/MinkowskiEngine/issues/357
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#too-much-gpu-memory-usage-or-frequent-out-of-memory
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#cuda-111-installation
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#running-the-minkowskiengine-on-nodes-with-a-large-number-of-cpus
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#citing-minkowski-engine
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks, CVPR'19https://arxiv.org/abs/1904.08755
[pdf]https://arxiv.org/pdf/1904.08755.pdf
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#unittest
https://patch-diff.githubusercontent.com/NVIDIA/MinkowskiEngine#projects-using-minkowski-engine
the wiki pagehttps://github.com/NVIDIA/MinkowskiEngine/wiki/Usage
Projects using MinkowskiEnginehttps://github.com/NVIDIA/MinkowskiEngine/wiki/Usage
3D and 4D Spatio-Temporal Semantic Segmentation, CVPR'19https://github.com/chrischoy/SpatioTemporalSegmentation
Fully Convolutional Geometric Features, ICCV'19https://github.com/chrischoy/FCGF
Learning multiview 3D point cloud registration, CVPR'20https://arxiv.org/abs/2001.05119
Deep Global Registration, CVPR'20https://arxiv.org/abs/2004.11540
High-Dimensional Convolutional Networks for Geometric Pattern Recognition, CVPR'20https://arxiv.org/abs/2005.08144
Generative Sparse Detection Networks for 3D Single-shot Object Detection, ECCV'20https://arxiv.org/abs/2006.12356
Sparse Neighbourhood Consensus Networks, ECCV'20https://www.di.ens.fr/willow/research/sparse-ncnet/
nvidia.github.io/MinkowskiEnginehttps://nvidia.github.io/MinkowskiEngine
computer-vision https://patch-diff.githubusercontent.com/topics/computer-vision
deep-learning https://patch-diff.githubusercontent.com/topics/deep-learning
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high-dimensional-data https://patch-diff.githubusercontent.com/topics/high-dimensional-data
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convolutional-neural-networks https://patch-diff.githubusercontent.com/topics/convolutional-neural-networks
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semantic-segmentation https://patch-diff.githubusercontent.com/topics/semantic-segmentation
space-time https://patch-diff.githubusercontent.com/topics/space-time
spatio-temporal-analysis https://patch-diff.githubusercontent.com/topics/spatio-temporal-analysis
3d-vision https://patch-diff.githubusercontent.com/topics/3d-vision
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