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Why must a nonlinear activation function be used in a backpropagation neural network? [closed]

... >>> in_vec = NP.random.rand(10) >>> in_vec array([ 0.94, 0.61, 0.65, 0. , 0.77, 0.99, 0.35, 0.81, 0.46, 0.59]) >>> # common activation function, hyperbolic tangent >>> out_vec = NP.tanh(in_vec) >>> out_vec array([ 0.74, 0.54, 0.57, 0. ,...
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Using unset vs. setting a variable to empty

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Standard Android Button with a different color

...t; <gradient android:endColor="@color/orange4" android:startColor="@color/orange5" android:angle="270" /> <stroke android:width="3dp" android:color="@color/grey05" /> <c...
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Regex using javascript to return just numbers

... Regular expressions: var numberPattern = /\d+/g; 'something102asdfkj1948948'.match( numberPattern ) This would return an Array with two elements inside, '102' and '1948948'. Operate as you wish. If it doesn't match any it will return null. To concatenate them: 'something102asdfkj1948948'.ma...
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Deleting elements from std::set while iterating

... edited Jun 28 '19 at 19:04 Richard 40.9k2222 gold badges134134 silver badges203203 bronze badges answer...
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Maximum length of a table name in MySQL

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PHP reindex array? [duplicate]

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Is there a Sleep/Pause/Wait function in JavaScript? [duplicate]

... | edited Feb 4 '15 at 14:41 answered Oct 21 '11 at 20:22 ...
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Copy data into another table

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How to fix apt-get: command not found on AWS EC2? [closed]

I installed Ubuntu 12.04 on my instance and am trying to install packages using apt-get, but I am getting the following error: ...