NVIDIA/MinkowskiEngine
MinkowskiEngine
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
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NVIDIA
NVIDIA • big-tech
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2,932
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473
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Created
Apr 4, 2019
Project creation date
README Summary
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Community Evaluation
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3D Convolutional Neural NetworksAuto-differentiationCUDA ProgrammingGPU-Accelerated ComputingMemory-Efficient Deep LearningPoint Cloud ProcessingPyTorch ExtensionsSparse Tensor OperationsSpatial ConvolutionsVolumetric Data Analysis
Tags
3D Convolutional Neural NetworksAuto-differentiationCUDA ProgrammingGPU-Accelerated ComputingMemory-Efficient Deep LearningPoint Cloud ProcessingPyTorch ExtensionsSparse Tensor OperationsSpatial ConvolutionsVolumetric Data AnalysisC++CachingComputer VisionDeep LearningDockerForkedGPU / CUDANumPyPoint Cloud / 3D VisionPythonPyTorchQuantizationResearch / PapersSegmentation
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category
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Recent Activity
Updated 2 years ago
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Quality
production- Quality
- high
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- production
Categories
Inference & ServingPrimaryMLOps & InfrastructureLearning ResourcesData Science & AnalyticsFoundation ModelsModel TrainingComputer VisionSearch & KnowledgeOther AI / ML
PM Skills
Cost & EfficiencyScale & Reliability
Languages
Python100.0%
Timeline
- Project created
- Apr 4, 2019
- Forked
- Mar 14, 2026
- Your last push
- 2 years ago
- Upstream last push
- 2 years ago
- Tracked since
- Mar 5, 2024
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