Keras swMATH ID: 15491 Software Authors: F. Chollet Description: Keras: Deep Learning library for Theano and TensorFlow. Keras is a minimalist, highly modular neural networks library, written in Python and capable of running on top of either TensorFlow or Theano. It was developed with a focus on enabling fast experimentation. Being able to go from idea to result with the least possible delay is key to doing good research. Use Keras if you need a deep learning library that: allows for easy and fast prototyping (through total modularity, minimalism, and extensibility). supports both convolutional networks and recurrent networks, as well as combinations of the two. supports arbitrary connectivity schemes (including multi-input and multi-output training). runs seamlessly on CPU and GPU. Read the documentation at Keras.io. Keras is compatible with: Python 2.7-3.5. Homepage: https://keras.io/ Source Code: https://github.com/fchollet/keras Dependencies: Python Related Software: TensorFlow; Adam; GitHub; Scikit; ImageNet; Python; AlexNet; PyTorch; SciPy; Theano; MNIST; NumPy; U-Net; R; Caffe; DiffSharp; darch; MXNet; word2vec; DGM Cited in: 201 Publications all top 5 Cited by 582 Authors 7 Ying, Lexing 6 Sun, WaiChing 5 Fan, Yuwei 5 Gibou, Frédéric 4 Larios-Cárdenas, Luis Ángel 3 Chung, Tsz Shun Eric 3 Efendiev, Yalchin R. 3 Haghighat, Ehsan 3 Lin, Lin 3 Vasilyeva, Maria V. 3 Vlassis, Nikolaos N. 3 Wang, Kun 3 Zepeda-Núñez, Leonardo 2 Baldi, Pierre 2 Cheung, Siu Wun 2 Dekel, Shai 2 Dubois, Pierre 2 Feliu-Fabà, Jordi 2 Gohr, Aron 2 Gomez, Thomas 2 Hunter, David Scott 2 Juanes, Ruben 2 Kahana, Adar 2 Khoo, Yuehaw 2 Lye, Kjetil Olsen 2 Mishra, Siddhartha 2 Perret, Laurent 2 Planckaert, Laurent 2 Ray, Deep 2 Richman, Ronald 2 Sangiorgio, Matteo 2 Scognamiglio, Salvatore 2 Turkel, Eli L. 2 Unpingco, José 2 Vidnerová, Petra 2 Wang, Qian 2 Wang, Yating 2 Wüthrich, Mario Valentin 2 Xiu, Dongbin 2 Zaman, Tauhid 1 Abdolazizi, Kian P. 1 Abella, Jaume 1 Agarwal, Deborah 1 Aggarwal, Charu C. 1 Ahmed, Shady E. 1 Albers, Jasper 1 Aljbaae, S. 1 Ålund, Oskar 1 Amini Niaki, Sina 1 Andrianov, Nikolai 1 Ansótegui, Carlos 1 Aragon-Calvo, Miguel A. 1 Ariafar, Setareh 1 Arora, Bhavna 1 Arridge, Simon R. 1 Atashgahi, Zahra 1 Aydin, Roland Can 1 Bacchi, Raphael D. A. 1 Bai, Tao 1 Baines, W. 1 Bajaria, Pratik 1 Balakrishnan, Harikrishnan Nellippallil 1 Balu, Aditya 1 Bamer, Franz 1 Baraniuk, Richard G. 1 Barindelli, Stefano 1 Barletta, W. 1 Barreto, Carlos 1 Basu, Saugata 1 Bekar, Ali Can 1 Bemporad, Alberto 1 Berg, Carl Fredrik 1 Bertozzi, Andrea Louise 1 Bilionis, Ilias 1 Bilmes, Jeffrey A. 1 Binois, Mickaël 1 Biondi, Riccardo 1 Black, Jonathan A. 1 Bolintineanu, Dan S. 1 Bordas, Stéphane Pierre Alain 1 Boroujerdian, Behzad 1 Boumezoued, Alexandre 1 Bråten, Anders T. 1 Breger, Anna 1 Brooks, Dana H. 1 Brown, Christopher W. 1 Brown, Donald L. 1 Brufau, Pilar 1 Brunhart-Lupo, Nicholas 1 Bugbee, Bruce 1 Bush, Brian W. 1 Cagli, Eleonora 1 Calve, Sarah 1 Cameron, Kirk W. 1 Campbell, Trevor 1 Canchumuni, Smith W. A. 1 Carlberg, Kevin T. 1 Carruba, V. 1 Castro, Jose D. B. 1 Cazorla, Francisco J. ...and 482 more Authors all top 5 Cited in 83 Serials 24 Computer Methods in Applied Mechanics and Engineering 21 Journal of Computational Physics 9 Computational Geosciences 6 Machine Learning 4 Neural Computation 4 European Journal of Operational Research 3 Computers and Fluids 3 Journal of Computational and Applied Mathematics 3 Physica D 3 Neural Networks 3 Data Mining and Knowledge Discovery 3 Quantitative Finance 3 Journal of Machine Learning Research (JMLR) 2 Artificial Intelligence 2 Computers & Mathematics with Applications 2 Journal of Optimization Theory and Applications 2 Operations Research 2 Computers & Operations Research 2 Journal of Scientific Computing 2 Journal of Global Optimization 2 SIAM Journal on Scientific Computing 2 International Journal of Computer Vision 2 Annals of Mathematics and Artificial Intelligence 2 Chaos 2 Journal of High Energy Physics 2 Scandinavian Actuarial Journal 2 ASTIN Bulletin 2 Computational & Mathematical Methods in Medicine 2 Journal of Computational and Graphical Statistics 2 Computational and Mathematical Biophysics 2 Communications on Applied Mathematics and Computation 1 Classical and Quantum Gravity 1 Inverse Problems 1 Journal of the Franklin Institute 1 Physics Letters. 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Electronic Transactions on Numerical Analysis 1 Top 1 Russian Journal of Numerical Analysis and Mathematical Modelling 1 The Journal of Artificial Intelligence Research (JAIR) 1 INFORMS Journal on Computing 1 European Journal of Control 1 International Journal of Computational Fluid Dynamics 1 Communications in Nonlinear Science and Numerical Simulation 1 Optimization and Engineering 1 IEEE Transactions on Image Processing 1 Archives of Computational Methods in Engineering 1 Sādhanā 1 SIAM Journal on Applied Dynamical Systems 1 Multiscale Modeling & Simulation 1 Quantum Information Processing 1 Journal of Cosmology and Astroparticle Physics 1 Acta Numerica 1 Statistical Analysis and Data Mining 1 Journal of Statistical Theory and Practice 1 SIAM Journal on Imaging Sciences 1 Mathematical Geosciences 1 Acta Universitatis Sapientiae. Informatica 1 Journal of Control Science and Engineering 1 European Actuarial Journal 1 Journal of Theoretical Biology 1 Research in the Mathematical Sciences 1 Journal of Logical and Algebraic Methods in Programming 1 Undergraduate Topics in Computer Science all top 5 Cited in 30 Fields 134 Computer science (68-XX) 44 Numerical analysis (65-XX) 37 Statistics (62-XX) 23 Mechanics of deformable solids (74-XX) 23 Fluid mechanics (76-XX) 22 Biology and other natural sciences (92-XX) 17 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 14 Operations research, mathematical programming (90-XX) 13 Information and communication theory, circuits (94-XX) 12 Geophysics (86-XX) 10 Partial differential equations (35-XX) 8 Dynamical systems and ergodic theory (37-XX) 8 Quantum theory (81-XX) 7 Probability theory and stochastic processes (60-XX) 7 Systems theory; control (93-XX) 5 Statistical mechanics, structure of matter (82-XX) 3 Calculus of variations and optimal control; optimization (49-XX) 3 Mechanics of particles and systems (70-XX) 3 Relativity and gravitational theory (83-XX) 1 Algebraic geometry (14-XX) 1 Real functions (26-XX) 1 Functions of a complex variable (30-XX) 1 Special functions (33-XX) 1 Ordinary differential equations (34-XX) 1 Approximations and expansions (41-XX) 1 Functional analysis (46-XX) 1 Geometry (51-XX) 1 Algebraic topology (55-XX) 1 Manifolds and cell complexes (57-XX) 1 Optics, electromagnetic theory (78-XX) Citations by Year