提交 31d6bb05 authored 作者: james@X40's avatar james@X40

reword in intro

上级 f16ac4a8
...@@ -14,16 +14,16 @@ The term "mathematical expressions" is used broadly to mean a ...@@ -14,16 +14,16 @@ The term "mathematical expressions" is used broadly to mean a
computation with some inputs, possibly which might update the inputs computation with some inputs, possibly which might update the inputs
in-place. Neural net forward propagation is an expression, as is fprop + in-place. Neural net forward propagation is an expression, as is fprop +
bprop + a weight-update implementing stochastic gradient descent. Feature bprop + a weight-update implementing stochastic gradient descent. Feature
extraction of zero-crossing, 16 mfcc, and 128 rceps coefficients is also extraction from audio of zero-crossing, 16 mfcc, and 128 rceps coefficients is
an expression. also an expression.
Theano melds some aspects of a computer algebra system (CAS) with Theano melds some aspects of a computer algebra system (CAS) with
aspects of an optimizing compiler. It can even transform some or aspects of an optimizing compiler. It can even transform some or
all of the mathematical expression into C code and compile it into all of the mathematical expression into C code and compile it into
native machine instructions. This combination of CAS with optimizing native machine instructions. This combination of CAS with optimizing
compilation is particularly useful for computational fields in which compilation is particularly useful for computational fields in which
complicated mathematical expressions are evaluated numerous times over complicated mathematical expressions are evaluated repeatedly and evaluation
large data sets. speed is critical.
Theano supports a range of numerical types in multiple dimensions and Theano supports a range of numerical types in multiple dimensions and
a number of well-tested operations. It also allows you to compute the a number of well-tested operations. It also allows you to compute the
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