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awesome-tensorial-neural-networks

A thoroughly investigated survey for tensorial neural networks.

biswarupk.github.io

code_twdec

Matlab code of TW Decomposition

deeplearning-models

A collection of various deep learning architectures, models, and tips

ds200_reasearch-methods

The assignment problem and solution of the course DS200, IISC CDS

fsvt

fast randomized SVD and its application to SVT algorithm

geotensor

Geometric low-rank tensor completion for color image inpainting.

hyperspectral-image-denoising-benchmark

A list of hyperspectral image denoising resources collected by Yongsen Zhao and Junjun Jiang.

lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

lrt-hdr

Python code and data for "Deep Unrolled Low-Rank Tensor Completion for High Dynamic Range Imaging"

mctc4bmi

Matrix and Tensor Completion for Background Model Initialization

ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

mprod_package

Software implementation for tensor-tensor m-product

multi-mode-deep-matrix-and-tensor-factorization

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

numerical-optimization22

The assignment problem and solution

pstnn

PSTNN code

pyttb

Python Tensor Toolbox

random-variates-in-computation

reproducible-tensor-completion-state-of-the-art

robust-pca

Robust PCA: PCP, Stable PCP, PCP with compressed data, IRCUR

tensor-completion-collection

tensor-decomposition-completion-and-recovery-papers-and-codes

The collection of tensor decomposition, completion and recovery papers and codes.

tensor-decomposition-in-python

A short tutorial on implementing Canonical Polyadic (CP) tensor decomposition in Python

tensor-learning

Python codes for low-rank tensor factorization, tensor completion, and tensor regression techniques.

tensor-weighted-schatten-p

Nonconvex 3D array image data recovery and pattern recognition under tensor framework.

tensorcompletion

A collection of tensor completion algorithms

tensorly

TensorLy: Tensor Learning in Python.

tensorly-notebooks

Tensor methods in Python with TensorLy

tensorspybook