18 skills found
april-tools / Cirkita python framework to build, learn and reason about probabilistic circuits and tensor networks
tnbar / TednetTedNet: A Pytorch Toolkit for Tensor Decomposition Networks
vishwa91 / DeepTensorLow-Rank Tensor Decomposition with Deep Network Priors
onucharles / Tensorized RnnA fully tensorized recurrent neural network using tensor-train decomposition
libxerus / XerusA general purpose library for numerical calculations with higher order tensors, Tensor-Train Decompositions / Matrix Product States and other Tensor Networks
tommccoy1 / TpdnTensor product decomposition network
vantienpham / NORTON:stars: Enhanced Network Compression Through Tensor Decompositions and Pruning
cvjena / TensorDecompositions4PINNsCode accompanying manuscript "Functional Tensor Decompositions for Physics-Informed Neural Networks"
yipengliu / Tensor Rank Cnntensor rank learning in CP decomposition via convolutional neural network
FurongHuang / TTP NeuralNets CompressionWe implement an efficient mechanism for compressing large networks by {\em tensorizing\/} network layers: i.e. mapping layers on to high-order matrices, for which we introduce new tensor decomposition methods.
zhaoxile / Tensor Network Toolboxa Matlab Toolbox for Tensor Network Decomposition
RisingEntropy / PFAOfficial repository for paper: Tensor Decomposition Based Attention Module for Spiking Neural Networks
vitorvilela / Turbulence Deep LearningLEAIS - Large Eddy Artificial Intelligence Simulation. A proposal for directly modeling the filtered ui.uj term of the Navier-Stokes equation based on neural networks. Optionally the modeling of the decomposed tensor. A series of 2D prospection of the idea.
OsmanMalik / TNSCode for our preprint paper titled "Sampling-Based Decomposition Algorithms for Arbitrary Tensor Networks"
liuofficial / FCTNHigh-Order Coupled Fully Connected Tensor Network Decomposition for Hyperspectral Image Super-Resolution. IEEE Geoscience and Remote Sensing Letters, 2022
kmp5VT / ITensorCPD.jlA Julia Library which leverages the ITensor and ITensorNetwork interface to compute the canonical polyadic decomposition of tensors and tensor networks.
karimhalaseh / Tensor Network DecompositionsImplementation of algorithms in "Orthogonal Decomposition of Tensor Trains" (Halaseh, Muller, Robeva)
goodfish94 / Tensor NetworkTree tensor network. Use Trotter decomposition to do imaginary-time and real-time evolution.
