tucker-decomposition

There are 0 repository under tucker-decomposition topic.

rballester / tntorch
Tensor Network Learning with PyTorch
tensors pytorch learning tensor-networks tucker-decomposition tensor-train cp-decomposition tensor-decomposition data-science
Language:Python 281
rballester / tthresh
C++ compressor for multidimensional grid data using the Tucker decomposition
compression tensor-decomposition tucker-decomposition hosvd tensor-compression
Language:C++ 46
Einsums / Einsums
Provides compile-time contraction pattern analysis to determine optimal tensor operation to perform.
einsum cpp tensor dense-matrices linear-algebra matrix matrix-computations matrix-library cp-decomposition tensor-decomposition tucker-decomposition tensor-contraction scientific-computing tensors cpp20
Language:C++ 39
sandialabs / pyttb
Python Tensor Toolbox
cp-decomposition data-science python snl-data-analysis tensors tucker-decomposition scr-2671
Language:Python 19
luffycodes / neptune
Code for NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion
knowledge-graph knowledge-graph-completion knowledge-graph-embeddings link-prediction machine-learning tensor-decomposition tucker-decomposition
Language:Python 16
pvti / CORING
:ring: Efficient tensor decomposition-based filter pruning
filter-pruning hosvd network-compression network-pruning structured-pruning tensor-decomposition tinyml tucker-decomposition
Language:Jupyter Notebook 11
pvti / Awesome-Tensor-Decomposition
😎 A curated list of tensor decomposition resources for model compression.
canonical-polyadic-decomposition low-rank-factorization model-compression singular-value-decomposition svd tensor-decomposition tensor-ring-decomposition tensor-train tucker-decomposition
10
thanhtbt / tensor_tracking_survey
[IEEE TKDE 2023] A list of up-to-date papers on streaming tensor decomposition, tensor tracking, dynamic tensor analysis
streaming-data-processing tensor-decomposition baysian-inference cp-decomposition hosvd missing-data outliers-detection tensor-train tsvd parafac adaptive-learning online-learning tensor-analysis tensor-factorization tensor-networks tensor-ring-decomposition block-term-decomposition tucker-decomposition
8
bjpark0805 / LoBERT
Research on compressing BERT with low-rank factorization and knowledge distillation
low-rank-factorizations bert teacher-model teacher-prediction student-model svd tucker-decomposition
Language:Python 7
lanl / pyQBTNs
Python Quantum Boolean Tensor Networks
boolean-matrices boolean-tensor boolean-tucker-factorization d-wave factor-boolean-tensors hierarchical-tucker latent-factors matrix-factorization numpy python quantum-annealing quantum-computing tensor-decomposition tensor-factorization tensor-train tucker-decomposition
Language:Python 6
MaxenceGiraud / TensorTemporalKG
Implementation of TuckERT [Shao,Yang,Zhang et al.] [arXiv:2011.07751] [2020]
knowledge-graph temporal tensors tensor-ring tensor-train cp-decomposition tucker tucker-decomposition link-prediction pytorch icews
Language:Python 6
sejoonoh / GTA-Tensor
High-Performance Tucker Factorization on Heterogeneous Platforms (GTA) - TPDS 2019
gpu heterogeneous-parallel-programming hpc opencl openmp tensor tensor-factorization tpds tucker-decomposition
Language:C++ 6
sejoonoh / P-Tucker
Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries
icde openmp parallel-computing tensor tensor-factorization tucker-decomposition
Language:C++ 6
thanhtbt / Tensor_Tracking
[Patterns 2023] Tracking Online Low-Rank Approximations of Higher-Order Incomplete Streaming Tensors. In Patterns (Cell Press) 2023.
streaming-data tensor-decomposition-algorithms adaptive-algorithm cp-decomposition online-algorithms tucker-decomposition streaming-tensor-decompositions
Language:MATLAB 4
ichise-laboratory / tuckerdncaching
We extend the idea of reducing false negatives by adopting a Tucker decomposition representation to enhance the semantic soundness of latent relations among entities by introducing a relation feature space.
knowledge-graph-embedding negative-sampling tucker-decomposition
Language:Python 3
SunYanCN / Image-Tucker-Compress
Image Tucker Compress
tucker-decomposition image
Language:Python 2
Zuoqiu-Yingyi / video-watermark
基于张量分解的鲁棒性视频水印 | Robust video watermark based on tensor factorization.
reproduce tensor video watermark tucker tucker-decomposition
Language:Jupyter Notebook 2
ddfabbro / caffe-tucker-decomposition
Caffe implementation of tucker tensor decomposition for convolutional layers
caffe tensor-decomposition tucker-decomposition convolutional-layers
Language:Python 1
gaetanosettembre / BrainTumor_clf_TDA
This repository is the official code for the paper "Enhanced MRI Brain Tumor Detection and Classification via Topological Data Analysis and Low-Rank Tensor Decomposition" by Serena Grazia De Benedictis, Grazia Gargano and Gaetano Settembre.
brain-tumor-classification brain-tumor-detection low-rank-approximation machine-learning topological-data-analysis tucker-decomposition
Language:Python 0