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GitHub topics: tensorly

neuraloperator/neuraloperator

Learning in infinite dimension with neural operators.

Language: Python - Size: 103 MB - Last synced at: 24 days ago - Pushed at: 25 days ago - Stars: 2,692 - Forks: 674

meyer-lab/RISE

PARAFAC2 for modeling multi-sample single-cell RNAseq.

Language: Jupyter Notebook - Size: 226 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 4 - Forks: 0

meyer-lab/parafac2

A scalable implementation of PARAFAC2 with line search.

Language: Python - Size: 84 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 1

tensorly/viz

Easy visualization and evaluation of matrix and tensor factorization models

Language: Python - Size: 135 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 16 - Forks: 4

tensorly/tensorly

TensorLy: Tensor Learning in Python.

Language: Python - Size: 16.1 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 1,609 - Forks: 292

jacobgil/pytorch-tensor-decompositions

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

Language: Python - Size: 13.7 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 283 - Forks: 64

JeanKossaifi/tensorly-notebooks

Tensor methods in Python with TensorLy

Language: Jupyter Notebook - Size: 2.79 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 438 - Forks: 125

tensorly/quantum

Tensor-Based Quantum Machine Learning

Language: Python - Size: 2.55 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 121 - Forks: 16

meyer-lab/analytic-Pf2

Attempting analytical PARAFAC solving for more accurate PARAFAC2 fitting.

Size: 107 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

cchatzis/Multilinear-Subspace-Learning-Algorithms

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

Language: Jupyter Notebook - Size: 15.6 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 2

tensorly/tensorly-sphinx-theme

Sphinx Theme for the TensorLy Project.

Language: CSS - Size: 123 KB - Last synced at: 27 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

tisljaricleo/stm-tensor-convolution

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

Language: Python - Size: 108 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0