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Fast check for NaN in NumPy

... us per loop In [42]: %timeit np.isnan(np.sum(x)) 10000 loops, best of 3: 95.9 us per loop In [43]: x[50000] = np.nan In [44]: %timeit np.isnan(np.min(x)) 1000 loops, best of 3: 239 us per loop In [45]: %timeit np.isnan(np.sum(x)) 10000 loops, best of 3: 95.8 us per loop In [46]: x[0] = np.nan ...
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Multiple linear regression in Python

...========== coef std err t P>|t| [95.0% Conf. Int.] ------------------------------------------------------------------------------ x1 0.2424 0.139 1.739 0.098 -0.049 0.534 x2 0.2360 0.149 1.587 ...
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How to get the last N rows of a pandas DataFrame?

... edited Feb 19 '19 at 1:21 cs95 231k6060 gold badges391391 silver badges456456 bronze badges answered Feb 3 '13 at 5:02 ...
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Multiple variables in a 'with' statement?

... 695 +50 It is po...
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What is P99 latency?

...from here Request latency: min: 0.1 max: 7.2 median: 0.2 p95: 0.5 p99: 1.3 So we can say, 99 percent of web requests, the latency found was 1.3ms (ms/microseconds depends on your system latency measures configured) or lower. Like @tranmq told if we decrease the P99 latency of ...
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How expensive is the lock statement?

...opwatch = new Stopwatch(); const int LoopCount = (int) (100 * 1e6); int counter = 0; for (int repetition = 0; repetition < 5; repetition++) { stopwatch.Reset(); stopwatch.Start(); for (int i = 0; i &l...
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Regular expression to match numbers with or without commas and decimals in text

...+286E000024.487900 -78.4500e.14500 .0140E789. ', ' 081,12.40E07,95.0120 0045,78,123.03500e-0.00 ', ' 0096,78,473.0380e-0. 0008,78,373.066000E0. 0004512300.E0000 ', ' ..18000 25..00 36...77 2..8 ', ' 3.8..9 .12500. 12.51.400 ', ' 00099,11...
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Are default enum values in C the same for all compilers?

... E5 = INT_MAX, #if 0 /* error: overflow in enumeration values */ E6, #endif }; int main(void) { /* If unspecified, the first is 0. */ assert(E0 == 0); assert(E1 == 1); /* Repeated number, no problem. */ assert(E2 == 3); assert(E3 == 3); /* Continue from the las...
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What character to use to put an item at the end of an alphabetic list?

... TristanTristan 94911 gold badge66 silver badges22 bronze badges 3 ...
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Sharing a result queue among several processes

... """Dummy function simulating cpu-bound work.""" for _ in range(int(10e6)): # do stuff pass return i if __name__ == '__main__': with Pool(4) as pool: print(pool._outqueue) # DEMO results = [pool.apply_async(busy_foo, (i,)) for i in range(10)] # `.appl...