sparse-tensors

There are 1 repository under sparse-tensors topic.

NVIDIA / MinkowskiEngine
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
3d-convolutional-network 3d-vision 4d-convolutional-neural-network auto-differentiation computer-vision convolutional-neural-networks cuda deep-learning high-dimensional-data high-dimensional-inference minkowski-engine neural-network pytorch semantic-segmentation space-time sparse-convolution sparse-tensor-network sparse-tensors spatio-temporal-analysis trilateral-filter
Language:Python 2294
BGT-M / spartan2
A collection of data mining algorithms on big graphs and time series
big-graphs data-mining time-series anomaly-detection sparse-tensors
Language:Python 76
ITensor / NDTensors.jl
A Julia package for n-dimensional sparse tensors.
tensor sparse sparse-tensors block-sparsity julia
Language:Julia 27
zamorarr / tensorr
Sparse Tensors in R
tensors sparse r rstats sparse-tensors
Language:R 11
lanl / pyCP_APR
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.
cpd tensors tensor-factorization anomaly-detection cybersecurity poisson-distribution non-negative-tensor-factorization pytorch gpu canonical-polyadic candecomp-parafac tensor-decomposition numpy sparse-tensors dense-tensors sparse dense latent-features
Language:Python 10
IntelLabs / ALTO
A template-based implementation of the Adaptive Linearized Tensor Order (ALTO) format for storing and processing sparse tensors.
sparse-tensors tensor-decomposition multicore
Language:C++ 9
vbharadwaj-bk / fast_tensor_leverage
Code for the Neurips 2023 Paper "Fast Exact Leverage Score Sampling from Khatri-Rao Products"
khatri-rao leverage-score randomized-algorithm sparse-tensors
Language:Jupyter Notebook 4
dqj5182 / Sparse_COO_Tensor_Multiplication_Pytorch
Pytorch Sparse COO Tensor Multiplication
gnn sparse-matrix sparse-tensors graph matrix-multiplication
Language:Jupyter Notebook 0