-------------------------------------------------------------------------------- Fedora Update Notification FEDORA-2013-20363 2013-10-31 01:57:36 --------------------------------------------------------------------------------
Name : python-theano Product : Fedora 19 Version : 0.6.0 Release : 0.1.rc3.fc19 URL : http://deeplearning.net/software/theano/ Summary : Mathematical expressions involving multidimensional arrays Description : Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. Theano features: - tight integration with NumPy: Use numpy.ndarray in Theano-compiled functions. - transparent use of a GPU: Perform data-intensive calculations up to 140x faster than with CPU.(float32 only) - efficient symbolic differentiation: Theano does your derivatives for function with one or many inputs. - speed and stability optimizations: Get the right answer for log(1+x) even when x is really tiny. - dynamic C code generation: Evaluate expressions faster. - extensive unit-testing and self-verification: Detect and diagnose many types of mistake. -------------------------------------------------------------------------------- Update Information: This new package is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. Theano features: - tight integration with NumPy: Use numpy.ndarray in Theano-compiled functions. - transparent use of a GPU: Perform data-intensive calculations up to 140x faster than with CPU.(float32 only) - efficient symbolic differentiation: Theano does your derivatives for function with one or many inputs. - speed and stability optimizations: Get the right answer for log(1+x) even when x is really tiny. - dynamic C code generation: Evaluate expressions faster. - extensive unit-testing and self-verification: Detect and diagnose many types of mistake. -------------------------------------------------------------------------------- References: [ 1 ] Bug #1001746 - Review Request: python-theano - Mathematical expressions involving multidimensional arrays https://bugzilla.redhat.com/show_bug.cgi?id=1001746 -------------------------------------------------------------------------------- This update can be installed with the "yum" update program. Use su -c 'yum update python-theano' at the command line. For more information, refer to "Managing Software with yum", available at http://docs.fedoraproject.org/yum/. All packages are signed with the Fedora Project GPG key. More details on the GPG keys used by the Fedora Project can be found at https://fedoraproject.org/keys -------------------------------------------------------------------------------- _______________________________________________ package-announce mailing list [email protected] https://admin.fedoraproject.org/mailman/listinfo/package-announce
