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tensorly

Here are 14 public repositories matching this topic...

neuraloperator / neuraloperator

Learning in infinite dimension with neural operators.

pytorch partial-differential-equations tensorly tensor-methods fno neural-operator neural-operators fourier-neural-operator

Updated Dec 26, 2025
Python

tensorly

tensorly / tensorly

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 16, 2025
Python

JeanKossaifi / tensorly-notebooks

Tensor methods in Python with TensorLy

deep-learning tensor-algebra tensorly tensor-methods

Updated Feb 13, 2023
Jupyter Notebook

jacobgil / pytorch-tensor-decompositions

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

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

Easy visualization and evaluation of matrix and tensor factorization models

visualization tensors tensorly tensor-methods

Updated Dec 21, 2025
Python

thkimKETI / CNN_compression_rank_selection_BayesOpt

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

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

pca tensor lda tensorly

Updated Nov 5, 2021
Jupyter Notebook

meyer-lab / RISE

PARAFAC2 for modeling multi-sample single-cell RNAseq.

factorization tensors tensorly parafac

Updated Dec 12, 2025
Jupyter Notebook

meyer-lab / parafac2

A scalable implementation of PARAFAC2 with line search.

tensors tensorly parafac2

Updated Oct 17, 2025
Python

tisljaricleo / stm-tensor-convolution

[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

Sphinx Theme for the TensorLy Project.

sphinx bulma tensorly html-theme

Updated Feb 27, 2023
CSS

karmakarsrija / MSC_Dissertation

Image classification

deep-learning cnn capsule tensorly tensortrain

Updated Sep 28, 2024
Jupyter Notebook

getrichmarr / NeuralDelphi

🚀 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 Jan 1, 2026
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