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How to calculate a logistic sigmoid function in Python?

...s log1p. In general, the multinomial logistic sigmoid is: def nat_to_exp(q): max_q = max(0.0, np.max(q)) rebased_q = q - max_q return np.exp(rebased_q - np.logaddexp(-max_q, np.logaddexp.reduce(rebased_q))) (However, logaddexp.reduce could be more accurate.) ...
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In Functional Programming, what is a functor?

...e reading various articles on functional programming, but the authors typically assume the reader already understands the term. Looking around on the web has provided either excessively technical descriptions (see the Wikipedia article ) or incredibly vague descriptions (see the section on Functors...
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Get string character by index - Java

...???????????"; Iterate of chars The first solution is a simple loop over all char of the string: /* 1 */ System.out.println( "\n\nUsing char iterator (do not work for surrogate pairs !)"); for (int pos = 0; pos < str.length(); ++pos) { char c = str.charAt(pos); System.out.print...
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O(nlogn) Algorithm - Find three evenly spaced ones within binary string

... Finally! Following up leads in sdcvvc's answer, we have it: the O(n log n) algorithm for the problem! It is simple too, after you understand it. Those who guessed FFT were right. The problem: we are given a binary string S of l...
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Why does C++ not allow inherited friendship?

Why is friendship not at least optionally inheritable in C++? I understand transitivity and reflexivity being forbidden for obvious reasons (I say this only to head off simple FAQ quote answers), but the lack of something along the lines of virtual friend class Foo; puzzles me. Does anyone know ...
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What must I know to use GNU Screen properly? [closed]

...use less than half the features. So it's definitely not necessary to learn all its features right away (and I wouldn't recommend trying). My day-to-day commands are: ^A ^W - window list, where am I ^A ^C - create new window ^A space - next window ^A p - previous window ^A ^A - switch to previous sc...
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How can I recover the return value of a function passed to multiprocessing.Process?

... need to know which process is returning which value. If that what you actually need to know about the process, or do you need to correlate between your list of inputs and the list of outputs? In that case, I would recommend using multiprocessing.Pool.map to process your list of work items. ...
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Why can't non-default arguments follow default arguments?

... All required parameters must be placed before any default arguments. Simply because they are mandatory, whereas default arguments are not. Syntactically, it would be impossible for the interpreter to decide which values match...
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How can I get a resource “Folder” from inside my jar File?

...le, I would use class.getResourceAsStream and I would be fine!! What I actually want to do is to load a "Folder" within the resources folder, loop on the Files inside that Folder and get a Stream to each file and read in the content... Assume that the File names are not determined before runtime... ...
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Remove whitespaces inside a string in javascript

... For space-character removal use "hello world".replace(/\s/g, ""); for all white space use the suggestion by Rocket in the comments below! share | improve this answer | f...