sparse-tensors · GitHub Topics

#计算机科学#Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

翻译 - Minkowski Engine是一个自动差分库，用于广义稀疏卷积和高维稀疏张量

神经网络机器视觉 sparse-tensors convolutional-neural-networks semantic-segmentation auto-differentiation spatio-temporal-analysis space-time 深度学习 3d-convolutional-network 3d-vision sparse-convolution PyTorch CUDA

Python 2.59 k

1 年前

BGT-M / spartan2

#时序数据库#A collection of data mining algorithms on big graphs and time series

data-mining time-series anomaly-detection sparse-tensors

Python 88

3 年前

PASSIONLab / OpenEquivariance

OpenEquivariance: a fast, open-source GPU JIT kernel generator for the Clebsch-Gordon Tensor Product.

CUDA geometric-deep-learning graph-neural-networks sparse-tensors equivariance

Python 42

5 天前

ITensor / NDTensors.jl

A Julia package for n-dimensional sparse tensors.

tensor sparse sparse-tensors Julia 语言

Julia 27

3 年前

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 patt...

tensors anomaly-detection Cybersecurity PyTorch gpu NumPy sparse-tensors sparse

Python 15

1 年前

zamorarr / tensorr

Sparse Tensors in R

tensors sparse R rstats sparse-tensors

R 11

6 年前

IntelLabs / ALTO

A template-based implementation of the Adaptive Linearized Tensor Order (ALTO) format for storing and processing sparse tensors.

sparse-tensors multicore

C++ 9

9 个月前

vbharadwaj-bk / fast_tensor_leverage

Code for the Neurips 2023 Paper "Fast Exact Leverage Score Sampling from Khatri-Rao Products"

sparse-tensors

Jupyter Notebook 5

5 个月前

dqj5182 / Sparse_COO_Tensor_Multiplication_Pytorch

Pytorch Sparse COO Tensor Multiplication

gnn sparse-matrix sparse-tensors graph matrix-multiplication

Jupyter Notebook 0

3 年前