[mlpack] [mlpack/mlpack] Revamp ann modules (#831)

[Marcus Edel]

@zoq pushed 12 commits.

36b47f4  Increase the number of template arguments for the boost list class.
e45c115  Remove unused ann layer.
96fbde2  Use the stride parameter inside the convolution function.
d5a5b3a  Increase the number of template arguments for the boost list class.
52b8a13  Remove stride paramater from svd and fft convolution rule.
f025886  Refactor ann layer.
8d9de82  Minor style fixes.
1dfe0c6  Refactor recurrent network test.
24748b0  Minor style fixes.
f3d48b8  Refactor neural visual attention modules.
e4e73e6  Use refactored rnn,ffn classes for the ann tests.
4ed0e6f  Split layer modules into definition and implementation.


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View it on GitHub:
https://github.com/mlpack/mlpack/pull/831/files/d8e3ff24a2a0f7c16028317cb080f676ea6d70b5..4ed0e6fdbc6fb66495e041ed45caf391a028ff51
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