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Theano

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Verified User in Higher Education
GH
Verified User in Higher Education
01/25/2018
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Review source: G2 invite
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Brilliant

Theano is a Python library and is good for making algorithms from scratch. I used standard algorithms and wrote Pylearn2 plugins as Theano expressions, and Theano optimized and stabilize the expressions. It includes all things needed for multilayer perceptron/RBM/Stacked Denoting Autoencoder/ConvNets.

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What is Theano?

Theano is an open-source Python library that enables efficient definition, optimization, and evaluation of mathematical expressions involving multi-dimensional arrays. Particularly favored in the field of machine learning, Theano integrates seamlessly with NumPy, utilizes the power of GPUs, and generates dynamically compiled C code for optimal performance. Originally developed by the LISA (now MILA) group at the University of Montreal, Theano has been instrumental in advancing deep learning research by providing a robust platform where computations can be expressed in a concise and precise manner. More about Theano and detailed documentation can be found on its official website at [deeplearning.net](http://www.deeplearning.net/).

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