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

I've been reading some things on neural networks and I understand the general principle of a single layer neural network. I understand the need for aditional layers, but why are nonlinear activation functions used? ...
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What's a monitor in Java?

...ject) { // do something else (2) } } This prevents Threads 1 and 2 accessing the monitored (synchronized) section at the same time. One will start, and monitor will prevent the other from accessing the region before the first one finishes. It's not a special object. It's synchronizati...
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Why does C++11 not support designated initializer lists as C99? [closed]

... constructor. This is the sort of abstraction C++ promotes. On the other hand the designated initializers feature is more about exposing and making members easy to access directly in client code. This leads to things like having a person of age 18 (years?) but with height and weight of zero. In ...
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Run a Python script from another Python script, passing in arguments [duplicate]

...another Python script. I want to pass variables like I would using the command line. 6 Answers ...
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How Can I Browse/View The Values Stored in Redis [closed]

... Windows and OS X binaries now require a subscription. – Somantra Dec 18 '18 at 17:55  | ...
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Why does ContentResolver.requestSync not trigger a sync?

...rn as discussed at Google IO - slide 26. My content provider is working, and my sync works when I trigger it from the Dev Tools Sync Tester application, however when I call ContentResolver.requestSync(account, authority, bundle) from my ContentProvider, my sync is never triggered. ...
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How to create a checkbox with a clickable label?

...ince the other answers don't mention it, a label can include up to 1 input and omit the for attribute, and it will be assumed that it is for the input within it. Excerpt from w3.org (with my emphasis): [The for attribute] explicitly associates the label being defined with another control. When pres...
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Can a variable number of arguments be passed to a function?

... In a case like this call your "manyArgs" by creating a list called "args" and passing that to manyArgs like this "manyArgs(*args)" – wilbbe01 Feb 16 '11 at 6:02 4 ...
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How many files can I put in a directory?

...p in a single directory? If so, how many files in a directory is too many, and what are the impacts of having too many files? (This is on a Linux server.) ...
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Pandas percentage of total with groupby

...calculate the percentage in a simpler way -- just groupby the state_office and divide the sales column by its sum. Copying the beginning of Paul H's answer: # From Paul H import numpy as np import pandas as pd np.random.seed(0) df = pd.DataFrame({'state': ['CA', 'WA', 'CO', 'AZ'] * 3, ...