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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; PyTorch; AlexNet; SciPy; Theano; NumPy; U-Net; R; MNIST; XGBoost; darch; Caffe; CIFAR; word2vec; DiffSharp
Cited in: 268 Documents
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Cited by 777 Authors

7 Ying, Lexing
6 Gibou, Frédéric
6 Sun, WaiChing
5 Fan, Yuwei
5 Larios-Cárdenas, Luis Ángel
4 Efendiev, Yalchin R.
3 Baldi, Pierre
3 Chung, Tsz Shun Eric
3 Haghighat, Ehsan
3 Lin, Lin
3 Stepanov, Sergei P.
3 Stoffel, Marcus
3 Tandale, Saurabh Balkrishna
3 Vasilyeva, Maria V.
3 Vlassis, Nikolaos N.
3 Wang, Kun
3 Wüthrich, Mario Valentin
3 Zepeda-Núñez, Leonardo
2 Abdolazizi, Kian P.
2 Aljbaae, S.
2 Bolintineanu, Dan S.
2 Carruba, V.
2 Cheung, Siu Wun
2 Cyron, Christian Johannes
2 Dekel, Shai
2 Domingos, R. C.
2 Dubois, Pierre
2 Duraisamy, Karthik
2 Feliu-Fabà, Jordi
2 Gohr, Aron
2 Gomez, Thomas
2 Heaney, Claire E.
2 Hunter, David Scott
2 Juanes, Ruben
2 Kahana, Adar
2 Khoo, Yuehaw
2 Kopaničáková, Alena
2 Linka, Kevin
2 Lye, Kjetil Olsen
2 Merz, Michael
2 Mishra, Siddhartha
2 Nikolenko, Sergey I.
2 Pain, Christopher C.
2 Perret, Laurent
2 Planckaert, Laurent
2 Ray, Deep
2 Richman, Ronald
2 Sangiorgio, Matteo
2 Scognamiglio, Salvatore
2 Turkel, Eli L.
2 Tyrylgin, Alekseĭ Afanas’evich
2 Unpingco, José
2 Vidnerová, Petra
2 Wang, Qian
2 Wang, Yating
2 Xiu, Dongbin
2 Zaman, Tauhid
1 Agarwal, Deborah
1 Aggarwal, Charu C.
1 Ahmed, Shady E.
1 Alam, Manaar
1 Albers, Jasper
1 Alekseev, A. M.
1 Ålund, Oskar
1 Amini Niaki, Sina
1 Ammosov, D. A.
1 Ammosov, Dmitry
1 Andrianov, Nikolai
1 Ansótegui, Carlos
1 Arachchige, Pathum Chamikara Mahawaga
1 Aragon-Calvo, Miguel A.
1 Argun, Aykut
1 Ariafar, Setareh
1 Arkhangelskaya, E. O.
1 Arora, Bhavna
1 Arridge, Simon R.
1 Arróyave, Raymundo
1 Arza, Etor
1 Atashgahi, Zahra
1 Aydin, Roland Can
1 Bacchi, Raphael D. A.
1 Bag, Arnab
1 Bai, Tao
1 Baiges, Joan
1 Baines, Weston
1 Bajaria, Pratik K.
1 Balakrishnan, Harikrishnan Nellippallil
1 Balu, Aditya
1 Bamer, Franz
1 Bao, Yajie
1 Baraniuk, Richard G.
1 Barindelli, Stefano
1 Barletta, W.
1 Barreto, Carlos
1 Basu, Saugata
1 Beaulac, Cédric
1 Bekar, Ali Can
1 Bemporad, Alberto
1 Benim, Ali Cemal
1 Berg, Carl Fredrik
...and 677 more Authors
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Cited in 108 Serials

29 Computer Methods in Applied Mechanics and Engineering
23 Journal of Computational Physics
9 Computational Geosciences
8 Neural Networks
8 Machine Learning
6 Journal of Computational and Applied Mathematics
5 Computational Mechanics
4 European Journal of Operational Research
4 Journal of Computational and Graphical Statistics
3 Computers and Fluids
3 Computers & Mathematics with Applications
3 Physica D
3 Neural Computation
3 SIAM Journal on Scientific Computing
3 Data Mining and Knowledge Discovery
3 Quantitative Finance
2 Artificial Intelligence
2 Journal of Optimization Theory and Applications
2 Operations Research
2 Insurance Mathematics & Economics
2 Computers & Operations Research
2 Journal of Scientific Computing
2 Journal of Global Optimization
2 Celestial Mechanics and Dynamical Astronomy
2 Journal of Mathematical Sciences (New York)
2 International Journal of Computer Vision
2 Computational and Applied Mathematics
2 Annals of Mathematics and Artificial Intelligence
2 International Journal of Computational Fluid Dynamics
2 Chaos
2 Communications in Nonlinear Science and Numerical Simulation
2 Journal of High Energy Physics
2 Optimization and Engineering
2 Scandinavian Actuarial Journal
2 Journal of Machine Learning Research (JMLR)
2 ASTIN Bulletin
2 Computational & Mathematical Methods in Medicine
2 The Annals of Applied Statistics
2 European Actuarial Journal
2 Statistics and Computing
2 Journal of Logical and Algebraic Methods in Programming
2 Computational and Mathematical Biophysics
2 Communications on Applied Mathematics and Computation
1 The Canadian Journal of Statistics
1 Classical and Quantum Gravity
1 Computer Physics Communications
1 International Journal of Control
1 Inverse Problems
1 Journal of Fluid Mechanics
1 Journal of the Franklin Institute
1 Nuclear Physics. B
1 Physics Letters. A
1 Physics Letters. B
1 Physics Reports
1 Bulletin of Mathematical Biology
1 Chaos, Solitons and Fractals
1 Applied Mathematics and Computation
1 Automatica
1 Biometrical Journal
1 International Journal for Numerical Methods in Engineering
1 International Statistical Review
1 Journal of the American Statistical Association
1 Journal of Statistical Planning and Inference
1 Mathematics and Computers in Simulation
1 Computer Aided Geometric Design
1 Information and Computation
1 International Journal of Approximate Reasoning
1 Journal of Cryptology
1 European Journal of Applied Mathematics
1 Atti della Accademia Nazionale dei Lincei. Classe di Scienze Fisiche, Matematiche e Naturali. Serie IX. Rendiconti Lincei. Matematica e Applicazioni
1 Numerical Algorithms
1 Applied Mathematical Modelling
1 SIAM Review
1 Computational Statistics and Data Analysis
1 Journal of Knot Theory and its Ramifications
1 SIAM Journal on Optimization
1 Journal of Mathematical Imaging and Vision
1 ETNA. Electronic Transactions on Numerical Analysis
1 Top
1 Russian Journal of Numerical Analysis and Mathematical Modelling
1 Journal of Computational Neuroscience
1 INFORMS Journal on Computing
1 European Journal of Control
1 Mathematical Finance
1 International Journal of Applied Mathematics and Computer Science
1 Lobachevskii Journal of Mathematics
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 North American Actuarial Journal
1 Journal of Cosmology and Astroparticle Physics
1 Acta Numerica
1 Oberwolfach Reports
1 Advances in Data Analysis and Classification. ADAC
1 Journal of Physics A: Mathematical and Theoretical
1 Statistical Analysis and Data Mining
1 Journal of Statistical Theory and Practice
...and 8 more Serials
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Cited in 36 Fields

185 Computer science (68-XX)
58 Numerical analysis (65-XX)
56 Statistics (62-XX)
32 Mechanics of deformable solids (74-XX)
29 Biology and other natural sciences (92-XX)
28 Fluid mechanics (76-XX)
22 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
19 Operations research, mathematical programming (90-XX)
15 Partial differential equations (35-XX)
14 Information and communication theory, circuits (94-XX)
12 Geophysics (86-XX)
11 Systems theory; control (93-XX)
9 Probability theory and stochastic processes (60-XX)
9 Quantum theory (81-XX)
8 Dynamical systems and ergodic theory (37-XX)
8 Statistical mechanics, structure of matter (82-XX)
4 Mechanics of particles and systems (70-XX)
3 Calculus of variations and optimal control; optimization (49-XX)
3 Optics, electromagnetic theory (78-XX)
3 Relativity and gravitational theory (83-XX)
2 General and overarching topics; collections (00-XX)
2 Algebraic geometry (14-XX)
2 Functions of a complex variable (30-XX)
2 Ordinary differential equations (34-XX)
1 Mathematical logic and foundations (03-XX)
1 Commutative algebra (13-XX)
1 Category theory; homological algebra (18-XX)
1 Real functions (26-XX)
1 Special functions (33-XX)
1 Approximations and expansions (41-XX)
1 Functional analysis (46-XX)
1 Geometry (51-XX)
1 Convex and discrete geometry (52-XX)
1 Algebraic topology (55-XX)
1 Manifolds and cell complexes (57-XX)
1 Astronomy and astrophysics (85-XX)

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