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Fixed docstring warnings - could still be mistakes

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James McMurray 2013-09-20 13:38:20 +01:00
parent c36a6b341c
commit be3880c0bd
20 changed files with 261 additions and 144 deletions
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9
GPy/mappings/mlp.py
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@ -10,11 +10,13 @@ class MLP(Mapping):
.. math::
f(\mathbf{x}*) = \mathbf{W}^0\boldsymbol{\phi}(\mathbf{W}^1\mathbf{x}+\mathb{b}^1)^* + \mathbf{b}^0
f(\\mathbf{x}*) = \\mathbf{W}^0\\boldsymbol{\\phi}(\\mathbf{W}^1\\mathbf{x}+\\mathbf{b}^1)^* + \\mathbf{b}^0
where
..math::
\phi(\cdot) = \text{tanh}(\cdot)
.. math::
\\phi(\\cdot) = \\text{tanh}(\\cdot)
:param X: input observations
:type X: ndarray
@ -22,6 +24,7 @@ class MLP(Mapping):
:type output_dim: int
:param hidden_dim: dimension of hidden layer. If it is an int, there is one hidden layer of the given dimension. If it is a list of ints there are as manny hidden layers as the length of the list, each with the given number of hidden nodes in it.
:type hidden_dim: int or list of ints.
"""
def __init__(self, input_dim=1, output_dim=1, hidden_dim=3):