tensorly

Learning in infinite dimension with neural operators.

TensorLy: Tensor Learning in Python.

Tensor methods in Python with TensorLy

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

Tensor-Based Quantum Machine Learning

Easy visualization and evaluation of matrix and tensor factorization models

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

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

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

PARAFAC2 for modeling multi-sample single-cell RNAseq.

Sphinx Theme for the TensorLy Project.

Image classification

A scalable implementation of PARAFAC2 with line search.