“Theano: new features and speed improvements”. If you use Theano for academic research, you are highly encouraged (though not required) to cite the following two papers: For more information about installation and Git, they will be automatically reflected the “installed” version. pth into your site-packages directory, so that when you pull updates via
GFXCARDSTATUS VERSION 2.3 DISINSTALL INSTALL
You can then place the checkout directory on your $PYTHONPATH or use python setup.pyĭevelop to install a. Those interested in bleeding-edge features should obtain the latest development version, available via: Theano or by downloading and unpacking the tarball and typing python setup.py install. Theano is now available on PyPI, and can be installed via easy_install Theano, pip install You can watch a quick (20 minute) introduction to Theano given as a talk at SciPy 2010 via streaming (or We included a few fixes discovered while doing the Tutorial.
New technical report on Theano: Theano: new features and speed improvements. Ian Goodfellow did a 12h class with exercises on Theano. Open Machine Learning Workshop 2014 presentation. Is also approachable enough to be used in the classroom (IFT6266 at the University of Montreal). Theano has been powering large-scale computationally intensive scientific investigations since 2007. extensive unit-testing and self-verification – Detect and diagnose many types of mistake. dynamic C code generation – Evaluate expressions faster. speed and stability optimizations – Get the right answer for log(1+x) even when x is really tiny. efficient symbolic differentiation – Theano does your derivatives for function with one or many. transparent use of a GPU – Perform data-intensive calculations up to 140x faster than with. tight integration with NumPy – Use numpy.ndarray in Theano-compiled functions. Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. Theano Documentation Release 0.6 LISA lab, University of Montreal November 21, 2014
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