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tensorly

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Here are 12 public repositories matching this topic...

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neuraloperator / neuraloperator

Star 4k

Learning in infinite dimension with neural operators.

pytorch partial-differential-equations tensorly tensor-methods fno neural-operator neural-operators fourier-neural-operator
  • Updated Oct 17, 2026
  • Python
tensorly

tensorly / tensorly

Star 1.7k

TensorLy: Tensor Learning in Python.

python machine-learning mxnet tensorflow numpy regression pytorch decomposition tensor-factorization tensor tensor-algebra tensorly tensor-learning tensor-decomposition cupy tensor-methods jax tensor-regression
  • Updated Nov 9, 2026
  • Python

JeanKossaifi / tensorly-notebooks

Star 451

Tensor methods in Python with TensorLy

deep-learning tensor-algebra tensorly tensor-methods
  • Updated Feb 13, 2023
  • Jupyter Notebook

jacobgil / pytorch-tensor-decompositions

Star 287

PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.

deep-learning pytorch tensorly
  • Updated Dec 1, 2021
  • Python

tensorly / quantum

Star 126

Tensor-Based Quantum Machine Learning

quantum quantum-computing tensorly quantum-machine-learning tensor-networks quantum-circuit-simulator tensorly-quantum
  • Updated Jun 7, 2023
  • Python

tensorly / viz

Star 17

Easy visualization and evaluation of matrix and tensor factorization models

visualization tensors tensorly tensor-methods
  • Updated May 3, 2026
  • Python

thkimKETI / CNN_compression_rank_selection_BayesOpt

Star 16

Bayesian Optimization-Based Global Optimal Rank Selection for Compression of Convolutional Neural Networks, IEEE Access

cnn pytorch bayesopt convolutional-neural-networks bayesian-optimization tensorly tucker model-compression cnn-compression network-acceleration rank-selection model-acceleration neural-network-compression gpyopt low-rank network-compression-acceleration
  • Updated Mar 21, 2021
  • Python

cchatzis / Multilinear-Subspace-Learning-Algorithms

Star 15

Python notebooks implementing multilinear PCA (MPCA, UMPCA) and LDA (UMLDA) algorithms using Tensorly.

pca tensor lda tensorly
  • Updated Nov 5, 2021
  • Jupyter Notebook

tisljaricleo / stm-tensor-convolution

Star 2

[work-in-progress] Convolutional neural network for anomaly detection on large road networks

python tensorflow convolutional-neural-networks traffic-data anomalydetection gps-data tensorly anomaly-detection cnn-classifier anomaly-detection-models
  • Updated Mar 30, 2021
  • Python

tensorly / tensorly-sphinx-theme

Star 1

Sphinx Theme for the TensorLy Project.

sphinx bulma tensorly html-theme
  • Updated Feb 27, 2023
  • CSS

karmakarsrija / MSC_Dissertation

Star 0

Image classification

deep-learning cnn capsule tensorly tensortrain
  • Updated Sep 28, 2024
  • Jupyter Notebook

getrichmarr / NeuralDelphi

Star 0

🚀 Build high-performance machine learning applications in pure Delphi with zero dependencies, fast native code, and advanced features for efficient computation.

api jwt authentication limiter snowflake json-rpc syntax-tree image-manipulation blink serialization-library 3d-reconstruction tensorly 3d-vision tensor-methods neural-operator fourier-neural-operator
  • Updated Oct 14, 2026
  • HTML

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