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changed nasty whitespace
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1 changed files with 7 additions and 9 deletions
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@ -36,7 +36,6 @@ class Mapping(Parameterized):
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def df_dtheta(self, dL_df, X):
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def df_dtheta(self, dL_df, X):
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"""The gradient of the outputs of the multi-layer perceptron with respect to each of the parameters.
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"""The gradient of the outputs of the multi-layer perceptron with respect to each of the parameters.
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:param dL_df: gradient of the objective with respect to the function.
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:param dL_df: gradient of the objective with respect to the function.
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:type dL_df: ndarray (num_data x output_dim)
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:type dL_df: ndarray (num_data x output_dim)
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:param X: input locations where the function is evaluated.
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:param X: input locations where the function is evaluated.
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@ -44,7 +43,6 @@ class Mapping(Parameterized):
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:returns: Matrix containing gradients with respect to parameters of each output for each input data.
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:returns: Matrix containing gradients with respect to parameters of each output for each input data.
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:rtype: ndarray (num_params length)
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:rtype: ndarray (num_params length)
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"""
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"""
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raise NotImplementedError
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raise NotImplementedError
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def plot(self, plot_limits=None, which_data='all', which_parts='all', resolution=None, levels=20, samples=0, fignum=None, ax=None, fixed_inputs=[], linecol=Tango.colorsHex['darkBlue']):
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def plot(self, plot_limits=None, which_data='all', which_parts='all', resolution=None, levels=20, samples=0, fignum=None, ax=None, fixed_inputs=[], linecol=Tango.colorsHex['darkBlue']):
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