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multi-layer perceptron (MLP) architecture: criteria for choosing number of hidden layers and size of

If we have 10 eigenvectors then we can have 10 neural nodes in input layer.If we have 5 output classes then we can have 5 nodes in output layer.But what is the criteria for choosing number of hidden layer in a MLP and how many neural nodes in 1 hidden layer? ...
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Fast way of counting non-zero bits in positive integer

...nd, gmpy popcount() took about 1/20th of the time of bin(n).count("1"). So if you can install gmpy, use that. To answer a question in the comments, for bytes I'd use a lookup table. You can generate it at runtime: counts = bytes(bin(x).count("1") for x in range(256)) # py2: use bytearray Or jus...
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How to set gradle home while importing existing project in Android studio

....y.z (x.y.z is the version, so check your filesystem for the exact path). If you intend on doing gradle development outside Android Studio or want a different version, you can download it separately and point it at that path, but if you only want to get Android Studio working with the bundled versi...
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Python Infinity - Any caveats?

...t returns either 0.0 or inf. So it does work correctly when the input is inifinty, but not when the result should be infinity. – Abel May 9 '15 at 14:50 2 ...
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Difference between Service, Async Task & Thread?

What is the difference between Service, Async Task & Thread. If i am not wrong all of them are used to do some stuff in background. So, how to decide which to use and when? ...
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“Prevent saving changes that require the table to be re-created” negative effects

...lar Are there any negative effects / possible drawbacks of doing this? and If so, is the table copy a 100% exact replica of the source table?. Do you have any information regarding those questions? – tfrascaroli Jun 14 '17 at 9:33 ...
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Center Align on a Absolutely Positioned Div

... Your problem may be solved if you give your div a fixed width, as follows: div#thing { position: absolute; top: 0px; z-index: 2; width:400px; margin-left:-200px; left:50%; } ...
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Django connection to PostgreSQL: “Peer authentication failed”

...tead of using unix sockets, you use TCP connections. From django docs: If you’re using PostgreSQL, by default (empty HOST), the connection to the database is done through UNIX domain sockets (‘local’ lines in pg_hba.conf). If you want to connect through TCP sockets, set HOST to ‘lo...
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Automatic counter in Ruby for each?

... As people have said, you can use each_with_index but if you want indices with an iterator different to "each" (for example, if you want to map with an index or something like that) you can concatenate enumerators with the each_with_index method, or simply use with_index: blahs...
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What is aspect-oriented programming?

...oss-cutting concerns, which would be any kind of code that is repeated in different methods and can't normally be completely refactored into its own module, like with logging or verification. So, with AOP you can leave that stuff out of the main code and define it vertically like so: function mainP...