Ibrahim, I believe the sklearn.neural_network.MLPClassifier was added in
the not yet released v0.18 (current dev version),
http://scikit-learn.org/dev/modules/neural_networks_supervised.html
-- 
Roman
On 09/09/16 10:19, Ibrahim Dalal via scikit-learn wrote:
> Dear Developers,
> 
> I am using sklearn version 0.17.1 on Ubuntu 14.04.
> 
> I was checking out neural network examples and one such example used
> sklearn.neural_network.MLPClassifier. When I tried this, I get the
> following error:
> 
>>>> from sklearn import neural_network
>>>> clf = neural_network.MLPClassifier()
> Traceback (most recent call last):
>   File "<stdin>", line 1, in <module>
> AttributeError: 'module' object has no attribute 'MLPClassifier'
> 
> Thanks
> 
> 
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