TensorLy swMATH ID: 27020 Software Authors: Jean Kossaifi, Yannis Panagakis, Anima Anandkumar, Maja Pantic Description: TensorLy is a Python library that aims at making tensor learning simple and accessible. It allows to easily perform tensor decomposition, tensor learning and tensor algebra. Its backend system allows to seamlessly perform computation with NumPy, MXNet, PyTorch, TensorFlow or CuPy, and run methods at scale on CPU or GPU. Homepage: http://tensorly.org/stable/index.html Source Code: https://github.com/tensorly/tensorly Dependencies: Python Keywords: Machine Learning; arXiv_cs.LG; Tensor; Python; deep tensorized neural networks; deep-learning framework Related Software: PyTorch; TensorFlow; GitHub; NumPy; Scikit; Python; TensorToolbox; t3f; TT Toolbox; ImageNet; MNIST; TensorNetwork; tntorch; Matplotlib; MXNet; mpnum; pandas; N-way Toolbox; Seaborn; HOTTBOX Cited in: 10 Publications Standard Articles 1 Publication describing the Software Year TensorLy: Tensor Learning in Python Jean Kossaifi, Yannis Panagakis, Anima Anandkumar, Maja Pantic 2016 all top 5 Cited by 37 Authors 1 Anandkumar, Anima 1 Ballard, Grey M. 1 Benner, Peter 1 Bernardi, Alessandra 1 Brunhart-Lupo, Nicholas 1 Bugbee, Bruce 1 Bush, Brian W. 1 Coecke, Bob 1 Cullot, Nadine 1 Daas, Hussam Al 1 de Felice, Giovanni 1 Furlanello, Tommaso 1 Gillet, Annabelle 1 Gruchalla, Kenny 1 Guo, Yang 1 Hawkins, Cole 1 Iannacito, Martina 1 Khanna, Aran 1 Kolbeinsson, Arinbjorn 1 Kossaifi, Jean 1 Krishnan, Venkat R. 1 Leclercq, Éric 1 Lipton, Zachary C. 1 Liu, Xing 1 Luo, Charlene 1 Nakahara, Hiroyuki 1 Oseledets, Ivan Valer’evich 1 Potter, Kristin 1 Rakhuba, Maxim V. 1 Rocchini, Duccio 1 Sugiyama, Mahito 1 Sun, Yiming 1 Toumi, Alexis 1 Tropp, Joel A. 1 Tsuda, Koji 1 Udell, Madeleine 1 Zhang, Zheng all top 5 Cited in 6 Serials 2 SIAM Journal on Scientific Computing 2 SIAM Journal on Mathematics of Data Science 1 Journal of Machine Learning Research (JMLR) 1 Journal of Statistical Mechanics: Theory and Experiment 1 Statistical Analysis and Data Mining 1 Bollettino dell’Unione Matematica Italiana all top 5 Cited in 8 Fields 6 Computer science (68-XX) 5 Linear and multilinear algebra; matrix theory (15-XX) 5 Numerical analysis (65-XX) 2 Statistics (62-XX) 1 Category theory; homological algebra (18-XX) 1 Differential geometry (53-XX) 1 Quantum theory (81-XX) 1 Biology and other natural sciences (92-XX) Citations by Year