tensorly

There are 2 repositories under tensorly topic.

neuraloperator / neuraloperator
Learning in infinite dimension with neural operators.
neural-operator pde neural-operators partial-differential-equations pytorch tensor-methods fourier-neural-operator fno tensorization tensorly uno
Language:Python 1776
tensorly
tensorly / tensorly
TensorLy: Tensor Learning in Python.
machine-learning tensor decomposition tensor-algebra tensorly tensor-learning python tensor-methods pytorch mxnet jax tensorflow cupy numpy tensor-decomposition tensor-factorization tensor-regression regression
Language:Python 1495
JeanKossaifi / tensorly-notebooks
Tensor methods in Python with TensorLy
tensorly tensor-methods tensor-algebra deep-learning
Language:Jupyter Notebook 418
jacobgil / pytorch-tensor-decompositions
PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.
deep-learning pytorch tensorly
Language:Python 268
tensorly / quantum
Tensor-Based Quantum Machine Learning
quantum quantum-computing quantum-machine-learning quantum-circuit-simulator tensor-networks tensorly tensorly-quantum
Language:Python 112
tensorly / viz
Easy visualization and evaluation of matrix and tensor factorization models
tensor-methods tensorly tensors visualization
Language:Python 16
TaehyeonKim-pyomu / CNN_compression_rank_selection_BayesOpt
Bayesian Optimization-Based Global Optimal Rank Selection for Compression of Convolutional Neural Networks, IEEE Access
cnn-compression rank-selection bayesian-optimization cnn pytorch tensorly neural-network-compression tucker low-rank network-acceleration model-acceleration model-compression network-compression-acceleration bayesopt gpyopt convolutional-neural-networks
Language:Python 13
cchatzis / Multilinear-Subspace-Learning-Algorithms
Python notebooks implementing multilinear PCA (MPCA, UMPCA) and LDA (UMLDA) algorithms using Tensorly.
tensorly pca lda tensor
Language:Jupyter Notebook 11
meyer-lab / scCP
PARAFAC2 for modeling multi-sample single-cell RNAseq.
factorization parafac tensorly tensors
Language:Python 2
tisljaricleo / stm-tensor-convolution
[work-in-progress] Convolutional neural network for anomaly detection on large road networks
convolutional-neural-networks traffic-data gps-data anomaly-detection cnn-classifier anomalydetection anomaly-detection-models python tensorflow tensorly
Language:Python 2
tensorly / tensorly-sphinx-theme
Sphinx Theme for the TensorLy Project.
bulma html-theme sphinx tensorly
Language:CSS 1