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Theano

swMATH ID: 5894
Software Authors: J. Bergstra, O. Breuleux, F. Bastien, P. Lamblin, R. Pascanu, G. Desjardins, J. Turian, D. Warde-Farley, Y. Bengio.
Description: Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. Theano features tight integration with numpy, transparent use of a GPU, efficient symbolic differentiation, speed and stability optimizations, dynamic C code generation, and extensive unit-testing and self-verification. Theano has been powering large-scale computationally intensive scientific investigations since 2007. But it is also approachable enough to be used in the classroom (IFT6266 at the University of Montreal).
Homepage: http://deeplearning.net/software/theano/
Programming Languages: Python, Numpy, Scipy, GPU
Keywords: Python, Mathematics, CUDA, Science, research, Development, compiler, gradient, education
Related Software: TensorFlow; Adam; PyTorch; Python; Keras; SciPy; ImageNet; AlexNet; Caffe; MXNet; Torch; GitHub; DiffSharp; NumPy; PyMC; Stan; Scikit; Autograd; AdaGrad; Lasagne
Cited in: 65 Publications
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Cited by 221 Authors

4 Bengio, Yoshua
4 Haghighat, Ehsan
3 Juanes, Ruben
3 Larochelle, Hugo
3 Sommer, Stefan
2 Arnaudon, Alexis
2 Bordes, Antoine
2 Côté, Marc-Alexandre
2 Weston, Jason
1 Aggarwal, Charu C.
1 Åkesson, Johan
1 Alain, Guillaume
1 Amini Niaki, Sina
1 Andersson, Joel A. E.
1 Baele, Guy
1 Banchi, Leonardo
1 Bao, Michael
1 Baydin, Atılım Güneş
1 Bekar, Ali Can
1 Bertozzi, Andrea Louise
1 Bessac, Julie
1 Bilionis, Ilias
1 Birk, Lothar
1 Blei, David M.
1 Bloem-Reddy, Benjamin
1 Bonilla, Edwin V.
1 Bonneel, Nicolas
1 Bose, Sougato
1 Bouchard, Guillaume
1 Boyd, Stephen Poythress
1 Brantingham, P. Jeffrey
1 Braun, Danielle
1 Brockmann, Dirk
1 Brooks, Daniel R.
1 Bujan, Alejandro F.
1 Cabanes, Yann
1 Campbell, Trevor
1 Cauwenberghs, Gert
1 Chandar, Sarath
1 Chauchat, Paul
1 Chawla, Sanjay
1 Chechik, Gal
1 Coeurjolly, David
1 Cohen, William W.
1 Courbariaux, Matthieu
1 Cruttwell, Geoffrey
1 Cubuk, Ekin D.
1 Cullot, Nadine
1 Cuturi, Marco
1 Dance, Christopher R.
1 Daulbaev, Talgat
1 De Raedt, Luc
1 Dellicour, Simon
1 Dezfouli, Amir
1 Diamond, Steven
1 Diehl, Moritz Mathias
1 Dodwell, Tim J.
1 Donnat, Claire
1 Duarte, Diogo
1 Duarte, Victor
1 El-Yaniv, Ran
1 Fedkiw, Ronald P.
1 Fei, Lunke
1 Ferraro, Alessandro
1 Fitzgibbon, Andrew W.
1 Fonseca, Julia
1 Frasconi, Paolo
1 Gallagher, Jonathan
1 Gao, Han
1 Gaussier, Eric
1 Gelman, Andrew
1 Gerald, Thomas
1 Giesen, Joachim
1 Gillet, Annabelle
1 Glorot, Xavier
1 Gómez, Héctor J.
1 Graham, Benjamin T.
1 Gregor, Karol
1 Guan, Zoe
1 Guigui, Nicolas
1 Ha, Jingwan
1 Hajri, Hatem
1 Heitz, Matthieu
1 Heyder, Stefan
1 Higham, Catherine F.
1 Higham, Desmond J.
1 Holbrook, Andrew J.
1 Holm, Darryl Dallas
1 Holmes, Susan P.
1 Hottung, André
1 Hou, Benjamin
1 Hubara, Itay
1 Hughes, Mark C.
1 Hyde, David A. B.
1 Innocenti, Luca
1 Kainz, Bernhard
1 Kar, Purushottam
1 Katrutsa, Alexandr
1 Keskar, Nitish Shirish
1 Khapra, Mitesh M.
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