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gonum / gonum / 5846
77%

Build:
DEFAULT BRANCH: master
Ran 18 Sep 2020 01:00PM UTC
Jobs 12
Files 482
Run time 48min
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18 Sep 2020 12:34PM UTC coverage: 77.219% (-0.008%) from 77.227%
5846

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stat/distuv: improve Gamma.Rand performances for 0.2 <= alpha < 1

The paper cited in the comment for the a > 1 (now a >= smallAlphaThresh) case mentions this approach as a small note on the final page, so there is no need to update the comments.

I also looked into numpy's logic for this case, but a) couldn't determine a source for it, except for what appears to be a more complex variant (Algorithm GS), and b) it's slightly slower than this method, at least for a >= 0.2.

benchstat:

```
name              old time/op  new time/op  delta
GammaRand/case_0  89.4ns ± 5%  90.2ns ± 3%     ~     (p=0.084 n=20+20)
GammaRand/case_1   212ns ± 3%   101ns ± 5%  -52.28%  (p=0.000 n=20+20)
GammaRand/case_2  25.4ns ± 3%  25.3ns ± 4%     ~     (p=0.369 n=20+20)
GammaRand/case_3  48.6ns ± 6%  48.8ns ± 6%     ~     (p=0.702 n=20+20)
GammaRand/case_4  47.1ns ± 6%  47.6ns ± 3%     ~     (p=0.147 n=20+20)
```

8 of 8 new or added lines in 1 file covered. (100.0%)

57408 of 74344 relevant lines covered (77.22%)

10.59 hits per line

Jobs
ID Job ID Ran Files Coverage
1 5846.1 (TAGS="") 18 Sep 2020 01:00PM UTC 0
77.0
Travis Job 5846.1
2 5846.2 (TAGS="-tags bounds") 18 Sep 2020 01:03PM UTC 0
77.01
Travis Job 5846.2
3 5846.3 (TAGS="-tags noasm") 18 Sep 2020 01:06PM UTC 0
77.13
Travis Job 5846.3
4 5846.4 (TAGS="-tags safe") 18 Sep 2020 01:07PM UTC 0
77.12
Travis Job 5846.4
8 5846.8 (TAGS="") 18 Sep 2020 01:16PM UTC 0
77.0
Travis Job 5846.8
9 5846.9 (TAGS="-tags bounds") 18 Sep 2020 01:20PM UTC 0
77.01
Travis Job 5846.9
10 5846.10 (TAGS="-tags noasm") 18 Sep 2020 01:20PM UTC 0
77.13
Travis Job 5846.10
11 5846.11 (TAGS="-tags safe") 18 Sep 2020 01:24PM UTC 0
77.13
Travis Job 5846.11
15 5846.15 (TAGS="") 18 Sep 2020 01:42PM UTC 0
77.0
Travis Job 5846.15
16 5846.16 (TAGS="-tags bounds") 18 Sep 2020 01:46PM UTC 0
77.01
Travis Job 5846.16
17 5846.17 (TAGS="-tags noasm") 18 Sep 2020 01:47PM UTC 0
77.13
Travis Job 5846.17
18 5846.18 (TAGS="-tags safe") 18 Sep 2020 01:47PM UTC 0
77.13
Travis Job 5846.18
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