tensorly

Learning in infinite dimension with neural operators.

翻译 - 使用傅立叶变换学习微分方程中的算子。

#计算机科学#TensorLy: Tensor Learning in Python.

#计算机科学#Tensor methods in Python with TensorLy

#计算机科学#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

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

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

[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.

#计算机科学#Image classification

A scalable implementation of PARAFAC2 with line search.