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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; AlexNet; PyTorch; SciPy; Theano; MNIST; U-Net; NumPy; R; Caffe; MXNet; darch; DGM; XGBoost; RMSprop
Cited in: 179 Publications
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Cited by 527 Authors

7 Ying, Lexing
5 Fan, Yuwei
5 Sun, WaiChing
4 Gibou, Frédéric
3 Chung, Tsz Shun Eric
3 Efendiev, Yalchin R.
3 Haghighat, Ehsan
3 Larios-Cárdenas, Luis Ángel
3 Lin, Lin
3 Vasilyeva, Maria V.
3 Wang, Kun
3 Zepeda-Núñez, Leonardo
2 Baldi, Pierre
2 Cheung, Siu Wun
2 Dubois, Pierre
2 Feliu-Fabà, Jordi
2 Gohr, Aron
2 Gomez, Thomas
2 Hunter, David Scott
2 Juanes, Ruben
2 Khoo, Yuehaw
2 Lye, Kjetil Olsen
2 Mishra, Siddhartha
2 Perret, Laurent
2 Planckaert, Laurent
2 Ray, Deep
2 Scognamiglio, Salvatore
2 Vidnerová, Petra
2 Vlassis, Nikolaos N.
2 Wang, Qian
2 Wang, Yating
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 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 Baraniuk, Richard G.
1 Barletta, W.
1 Barreto, Carlos
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 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, Donald L.
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.
1 Chandna, Akshat
1 Chandrashekar, Praveen
1 Chang, Tyler H.
1 Chassagneux, Jean-François
1 Chauhan, Sunita S.
1 Chawshin, Kurdistan
1 Chen, Heng-Yu
1 Chen, Tianwen
1 Chong, Kil To
1 Chou, Chia-Ching
1 Chou, Ching-Shan
1 Chowdhary, Kamaljit Kenny
1 Cocco, Simona
1 Coll-Font, Jaume
...and 427 more Authors
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Cited in 78 Serials

21 Computer Methods in Applied Mechanics and Engineering
19 Journal of Computational Physics
8 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 Quantitative Finance
3 Journal of Machine Learning Research (JMLR)
2 Artificial Intelligence
2 Computers & Mathematics with Applications
2 Operations Research
2 Computers & Operations Research
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 Data Mining and Knowledge Discovery
2 Journal of High Energy Physics
2 Scandinavian Actuarial Journal
2 ASTIN Bulletin
2 Computational & Mathematical Methods in Medicine
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. 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 Journal of Optimization Theory and Applications
1 Mathematics and Computers in Simulation
1 Insurance Mathematics & Economics
1 Computer Aided Geometric Design
1 Information and Computation
1 International Journal of Approximate Reasoning
1 Journal of Scientific Computing
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 SIAM Review
1 Computational Statistics and Data Analysis
1 Celestial Mechanics and Dynamical Astronomy
1 Journal of Knot Theory and its Ramifications
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 The Journal of Artificial Intelligence Research (JAIR)
1 INFORMS Journal on Computing
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 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 Journal of Computational and Graphical Statistics
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

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