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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Apr 4, 2019
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MinkowskiEngine is an auto-differentiation library designed for sparse convolutional neural networks built on PyTorch. It specializes in processing high-dimensional sparse tensors efficiently, making it ideal for 3D point clouds, 4D spatio-temporal data, and other sparse data structures. The library provides optimized sparse convolution operations that significantly reduce memory usage and computational complexity compared to dense alternatives.
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- 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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