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| import math | |
| class Welford(object): | |
| """ Implements Welford's algorithm for computing a running mean | |
| and standard deviation as described at: | |
| http://www.johndcook.com/standard_deviation.html | |
| can take single values or iterables | |
| Properties: | |
| mean - returns the mean |
I was at Amazon for about six and a half years, and now I've been at Google for that long. One thing that struck me immediately about the two companies -- an impression that has been reinforced almost daily -- is that Amazon does everything wrong, and Google does everything right. Sure, it's a sweeping generalization, but a surprisingly accurate one. It's pretty crazy. There are probably a hundred or even two hundred different ways you can compare the two companies, and Google is superior in all but three of them, if I recall correctly. I actually did a spreadsheet at one point but Legal wouldn't let me show it to anyone, even though recruiting loved it.
I mean, just to give you a very brief taste: Amazon's recruiting process is fundamentally flawed by having teams hire for themselves, so their hiring bar is incredibly inconsistent across teams, despite various efforts they've made to level it out. And their operations are a mess; they don't real
| Perl and PHP Regular Expressions | |
| PHP regexes are based on the PCRE (Perl-Compatible Regular Expressions), so any regexp that works for one should be compatible with the other or any other language that makes use of the PCRE format. Here are some commonly needed regular expressions for both PHP and Perl. Each regex will be in string format and will include delimiters. | |
| All Major Credit Cards | |
| This regular expression will validate all major credit cards: American Express (Amex), Discover, Mastercard, and Visa. | |
| //All major credit cards regex | |
| '/^(?:4[0-9]{12}(?:[0-9]{3})?|5[1-5][0-9]{14}|6011[0-9]{12}|622((12[6-9]|1[3-9][0-9])|([2-8][0-9][0-9])|(9(([0-1][0-9])|(2[0-5]))))[0-9]{10}|64[4-9][0-9]{13}|65[0-9]{14}|3(?:0[0-5]|[68][0-9])[0-9]{11}|3[47][0-9]{13})*$/' |
| /// Original C++ implementation found at http://www.wilmott.com/messageview.cfm?catid=10&threadid=38771 | |
| /// C# implementation found at http://weblogs.asp.net/esanchez/archive/2010/07/29/a-quick-and-dirty-implementation-of-excel-norminv-function-in-c.aspx | |
| /* | |
| * Compute the quantile function for the normal distribution. | |
| * | |
| * For small to moderate probabilities, algorithm referenced | |
| * below is used to obtain an initial approximation which is | |
| * polished with a final Newton step. | |
| * | |
| * For very large arguments, an algorithm of Wichura is used. |