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Theano is a linear algebra compiler that optimizes a user's symbolically-specified mathematical computations to produce efficient low-level implementations.
Learning internal representations by error propagation
Rumelhart, D. E., Hinton, G. E., and Williams, R. J. (1986) · 1986
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Fast exact multiplication by the hessian
Pearlmutter, B. A. (1994) · 1994
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SciPy: Open source scientific tools for Python
Jones, E., Oliphant, T., Peterson, P., et al · 2001
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Matplotlib: A 2d graphics environment
Hunter, J. D. (2007) · 2007
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Python for scientific computing
Oliphant, T. E. (2007) · 2007
Cited alongside, same era.
IPython: A system for interactive scientific computing
Pérez, F. and Granger, B. E. (2007) · 2007
Cited alongside, same era.
Theano: a CPU and GPU math expression compiler
Bergstra, J., Breuleux, O., Bastien, F., Lamblin, P., Pascanu, R., Desjardins, G., Turian, J., Warde-Farley, D., and Bengio, Y. (2010) · 2010
Cited alongside, same era.
Theano: Deep learning on gpus with python
Bergstra, J., Bastien, F., Breuleux, O., Lamblin, P., Pascanu, R., Delalleau, O., Desjardins, G., Warde-Farley, D., Goodfellow, I., Bergeron, A., and Bengio, Y. (2011) · 2011
Cited alongside, same era.
Torch7: A matlab-like environment for machine learning
Collobert, R., Kavukcuoglu, K., and Farabet, C. (2011) · 2011
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Learning recurrent neural networks with hessian-free optimization
Martens, J. and Sutskever, I. (2011) · 2011
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Empirical evaluation and combination of advanced language modeling techniques
Mikolov, T., Deoras, A., Kombrink, S., Burget, L., and Cernocky, J. (2011) · 2011
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