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sparse-tensors

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NVIDIA / MinkowskiEngine

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Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

computer-vision deep-learning neural-network cuda high-dimensional-data pytorch convolutional-neural-networks auto-differentiation semantic-segmentation space-time spatio-temporal-analysis 3d-vision 3d-convolutional-network sparse-tensors sparse-convolution high-dimensional-inference trilateral-filter 4d-convolutional-neural-network minkowski-engine sparse-tensor-network
  • Updated Mar 5, 2024
  • Python

lanl / pyCP_APR

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CP-APR Tensor Decomposition with PyTorch backend. pyCP_APR can perform non-negative Poisson Tensor Factorization on GPU, and includes an interface for anomaly detection using the extracted latent patterns.

gpu numpy pytorch cybersecurity sparse tensor-factorization cpd tensors tensor-decomposition poisson-distribution latent-features anomaly-detection dense sparse-tensors non-negative-tensor-factorization candecomp-parafac canonical-polyadic dense-tensors
  • Updated Dec 18, 2023
  • Python

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