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POT

swMATH ID: 30675
Software Authors: Flamary, R.; Courty, N.
Description: POT: Python Optimal Transport. This open source Python library provide several solvers for optimization problems related to Optimal Transport for signal, image processing and machine learning.
Homepage: https://pot.readthedocs.io/en/stable/
Source Code:  https://github.com/rflamary/POT
Dependencies: Python
Related Software: GitHub; Wasserstein GAN; EMD; Adam; Python; TensorFlow; Scikit; SciPy; MNIST; pix2pix; CycleGAN; JAX; DiffSharp; SwAV; FlipTest; PersistenceImages; SECT; giotto-tda; Gudhi; Glow
Cited in: 56 Documents

Standard Articles

1 Publication describing the Software, including 1 Publication in zbMATH Year
POT: Python optimal transport
Flamary, Rémi; Courty, Nicolas; Gramfort, Alexandre; Alaya, Mokhtar Z.; Boisbunon, Aurélie; Chambon, Stanislas; Chapel, Laetitia; Corenflos, Adrien; Fatras, Kilian; Fournier, Nemo; Gautheron, Léo; Gayraud, Nathalie T. H.; Janati, Hicham; Rakotomamonjy, Alain; Redko, Ievgen; Rolet, Antoine; Schutz, Antony; Seguy, Vivien; Sutherland, Danica J.; Tavenard, Romain; Tong, Alexander; Vayer, Titouan
2021
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Cited by 167 Authors

3 Nurbekyan, Levon
2 Catalano, Marta
2 Gao, Yihang
2 Gerolin, Augusto
2 Lijoi, Antonio
2 Mishra, Siddhartha
2 Needham, Tom
2 Negrini, Elisa
2 Ng, Michael Kwok-Po
2 Prünster, Igor
2 Steidl, Gabriele
2 Stuart, Andrew M.
2 von Lindheim, Johannes
1 Allaire, Frédéric
1 Auricchio, Gennaro
1 Bach, Eviatar
1 Backhoff Veraguas, Julio D.
1 Bauer, Martin
1 Beier, Florian
1 Biau, Gérard
1 Bravi, Barbara
1 Briol, François-Xavier
1 Bui-Thanh, Tan
1 Burger, Martin
1 Campbell, Neill D. F.
1 Campbell, Steven W.
1 Cardin, Franco
1 Chambolle, Antonin
1 Cloninger, Alexander
1 Cockayne, Jon
1 Codegoni, Andrea
1 Collas, Antoine
1 Colonius, Tim
1 Contreras, Juan Pablo
1 Courty, Nicolas
1 Curry, Justin Michael
1 Cuturi, Marco
1 Daneri, Sara
1 Darve, Eric
1 Dasgupta, Agnimitra
1 Dawes, Adriana T.
1 del Barrio, Eustasio
1 Delarue, François
1 Delon, Julie
1 Deschamps, Jules
1 Desolneux, Agnès
1 Di Marino, Simone
1 Divol, Vincent
1 Dörfler, Florian
1 Doss, Natalie
1 Duff, M. A. G.
1 Dvurechensky, Pavel E.
1 Eckstein, Stephan
1 Ehrhardt, Matthias Joachim
1 Fabrèges, Benoît
1 Facca, Enrico
1 Filippi, Jean Baptiste
1 Fjordholm, Ulrik Skre
1 Flamary, Rémi
1 Fontbona, Joaquin
1 Gasnikov, Aleksandr V.
1 Giesselmann, Jan
1 Girolami, Mark A.
1 Goldfeld, Ziv
1 Golightly, Andrew
1 González-Sanz, Alberto
1 Goubet, Victor
1 Gualandi, Stefano
1 Häberle, Konstantin
1 Hacker, Philipp
1 Hagemann, Paul Lyonel
1 Hang, Haibin
1 Hartman, Emmanuel
1 Hertrich, Johannes
1 Hivert, Hélène
1 Iannantuono, Alexander
1 Kannan, Harish
1 Karniadakis, George Em
1 Kato, Kengo
1 Kausamo, Anna
1 Khurana, Varun
1 Klassen, Eric Paul
1 Kovalev, Dmitry P.
1 Kravtsova, Natalia
1 Kreusser, Lisa Maria
1 Lacombe, Théo
1 Lagoutière, Frédéric
1 Lanthaler, Samuel
1 Lanzetti, Nicolas
1 Le Balc’h, Kévin
1 Le Brigant, Alice
1 Li, Jia
1 Loubes, Jean-Michel
1 Lye, K.
1 Ma, Ping
1 Mallet, Vivien
1 Martel, Sofiane
1 Marti, Gautier
1 McGee, Reginald L. II
1 McLean, Ashleigh T.
...and 67 more Authors
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Cited in 39 Serials

5 SIAM Journal on Mathematics of Data Science
4 Journal of Scientific Computing
3 Electronic Journal of Statistics
3 SIAM/ASA Journal on Uncertainty Quantification
2 Journal of Computational Physics
2 The Annals of Statistics
2 M\(^3\)AS. Mathematical Models & Methods in Applied Sciences
2 Journal of Mathematical Imaging and Vision
2 Journal of Applied and Computational Topology
1 Computer Methods in Applied Mechanics and Engineering
1 Bulletin of Mathematical Biology
1 ACM Transactions on Mathematical Software
1 Applied Mathematics and Optimization
1 Calcolo
1 SIAM Journal on Control and Optimization
1 Atti della Accademia Nazionale dei Lincei. Classe di Scienze Fisiche, Matematiche e Naturali. Serie IX. Rendiconti Lincei. Matematica e Applicazioni
1 Machine Learning
1 The Annals of Applied Probability
1 Applied Mathematical Modelling
1 SIAM Journal on Applied Mathematics
1 Computational Statistics and Data Analysis
1 SIAM Journal on Optimization
1 Computational Optimization and Applications
1 SIAM Journal on Scientific Computing
1 Calculus of Variations and Partial Differential Equations
1 European Series in Applied and Industrial Mathematics (ESAIM): Control, Optimization and Calculus of Variations
1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
1 Chaos
1 Data Mining and Knowledge Discovery
1 Journal of Machine Learning Research (JMLR)
1 SIAM Journal on Applied Dynamical Systems
1 Computational Management Science
1 SIAM Journal on Imaging Sciences
1 SIAM Journal on Financial Mathematics
1 Wiley Interdisciplinary Reviews. WIREs Computational Statistics
1 Research in the Mathematical Sciences
1 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys
1 SIAM Journal on Applied Algebra and Geometry
1 Sampling Theory, Signal Processing, and Data Analysis
all top 5

Cited in 21 Fields

25 Statistics (62-XX)
21 Numerical analysis (65-XX)
18 Calculus of variations and optimal control; optimization (49-XX)
14 Computer science (68-XX)
11 Probability theory and stochastic processes (60-XX)
9 Partial differential equations (35-XX)
8 Operations research, mathematical programming (90-XX)
3 Fluid mechanics (76-XX)
3 Biology and other natural sciences (92-XX)
3 Systems theory; control (93-XX)
2 Dynamical systems and ergodic theory (37-XX)
2 Algebraic topology (55-XX)
2 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
2 Information and communication theory, circuits (94-XX)
1 Linear and multilinear algebra; matrix theory (15-XX)
1 Ordinary differential equations (34-XX)
1 Harmonic analysis on Euclidean spaces (42-XX)
1 Geometry (51-XX)
1 Differential geometry (53-XX)
1 Mechanics of particles and systems (70-XX)
1 Statistical mechanics, structure of matter (82-XX)

Citations by Year