Theano (software)

Theano
Original author(s)Montreal Institute for Learning Algorithms (MILA), University of Montreal
Developer(s)PyMC Development Team
Initial release2007; 17 years ago (2007)
Final release
2.25.4[1] / 24 August 2024; 54 days ago (24 August 2024)
Repository
Written inPython, CUDA
PlatformLinux, macOS, Windows
TypeMachine learning library
LicenseThe 3-Clause BSD License
Websitepytensor.readthedocs.io/en/latest/ Edit this on Wikidata

Theano is a Python library and optimizing compiler for manipulating and evaluating mathematical expressions, especially matrix-valued ones.[2] In Theano, computations are expressed using a NumPy-esque syntax and compiled to run efficiently on either CPU or GPU architectures.

  1. ^ "Release 2.25.4". 24 August 2024. Retrieved 27 August 2024.
  2. ^ Bergstra, J.; O. Breuleux; F. Bastien; P. Lamblin; R. Pascanu; G. Desjardins; J. Turian; D. Warde-Farley; Y. Bengio (30 June 2010). "Theano: A CPU and GPU Math Expression Compiler" (PDF). Proceedings of the Python for Scientific Computing Conference (SciPy) 2010.