Torch7: A Matlab-like Environment for Machine Learning

Ronan Collobert, Koray Kavukcuoglu, Clement Farabet
Idiap Research Institute, Martigny, Switzerland
BigLearn, NIPS Workshop, 2011


   title={Torch7: A Matlab-like Environment for Machine Learning},

   author={Collobert, R. and Kavukcuoglu, K. and Farabet, C.},



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Torch7 is a versatile numeric computing framework and machine learning library that extends Lua. Its goal is to provide a flexible environment to design and train learning machines. Flexibility is obtained via Lua, an extremely lightweight scripting language. High performance is obtained via efficient OpenMP/SSE and CUDA implementations of low-level numeric routines. Torch7 can easily be interfaced to third-party software thanks to Lua’s light interface.
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