Update train.rst

yabata · Aug 9, 2017 · 09eadc4 · 09eadc4
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commit 09eadc4
Showing 1 changed file with 1 addition and 1 deletion.
diff --git a/doc/train.rst b/doc/train.rst
@@ -98,7 +98,7 @@ Matlab
 	:rtype: struct
 
 
-``trainBFGS()``: train with Broyden–Fletcher–Goldfarb–Shanno Algorithm (Matlab only)
+``train_BFGS()``: train with Broyden–Fletcher–Goldfarb–Shanno Algorithm (Matlab only)
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 The function ``train_BFGS()`` is an implementation of the `Broyden–Fletcher–Goldfarb–Shanno algorithm`_ (BFGS). The BFGS algorithm is a second order optimization method that uses rank-one updates specified by evaluations of the gradient  :math:`\underline{g}` to approximate the Hessian matrix :math:`H`. In pyrenn the gradient :math:`\underline{g}` for BFGS is calculated using the `Backpropagation Through Time (BPTT) algorithm`_ based on: