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trevorstephens / gplearn / 21274901286 / 1
98%
master: 99%

Build:
Build:
LAST BUILD BRANCH: main
DEFAULT BRANCH: master
Ran 23 Jan 2026 04:51AM UTC
Files 6
Run time 0s
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10 Jan 2026 09:16PM UTC coverage: 98.456%. Remained the same
21274901286.1

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Bugfix for `argsort` ordering. (#301)

Numpy uses quicksort by default, causing unit test failure when numpy 2.0 released possibly due to internal behavior change.
We should always use stable sorting for deterministic behavior.

This change also implies `numpy>=1.15.0` to support `kind`.
Should be OK since that is from mid 2018 and the earliest supported python listed is 3.8 from late 2019.

Some intermediate results:
```
fitness = [
 0.33974567 0.81895563 0.94070405 0.52993818 0.88379917 0.77904015
 0.57553742 0.47380936 0.37427307 0.51682958 0.44839885 0.31961157
 0.61859446 0.81008902 0.92151043 0.09568099 0.94070405 0.27372766
 0.90532631 0.77971909 0.         0.35179379 0.67697571 0.75771999
 0.38116613 0.72893838 0.66027406 0.94070405 0.94070405 0.57791134
 0.81895563 0.6465814  0.61902008 0.78928374 0.77971909 0.33974567
 0.928166   0.50965352 0.72893838 0.96131336 0.63307761 0.81008902
 0.87809592 0.94070405 0.85015997 0.5519724  0.88508586 0.66670118
 0.53261073 0.88464403 0.92151043 0.94070405 0.84466016 0.92151043
 0.67346263 0.64351788 0.88046279 0.74943025 0.85015997 0.94070405
 0.92251378 0.79115731 0.322811   0.94070405 0.8047925  0.86139315
 0.88508586 0.94070405 0.69791616 0.93857883 0.89034748 0.23008709
 0.8074698  0.67242776 0.27152052 0.94070405 0.92151043 0.24725724
 0.88508586 0.8074698  0.46557846 0.70198849 0.51334045 0.53751801
 0.83399953 0.74622591 0.78625696 0.94070405 0.44174531 0.88508586
 0.57743352 0.94070405 0.28999104 0.37486687 0.84896842 0.92151043
 0.09305982 0.8074698  0.06718238 0.61554918 0.40841508 0.88382682
 0.92151043 0.90532631 0.84458929 0.07197116 0.03002106 0.89591207
 0.77971909 0.57791134 0.76741657 0.82206575 0.94070405 0.91762347
 0.86139315 0.77971909 0.37066566 0.82901212 0.94070405 0.51739491
 0.94070405 0.83795664 0.20879317 0.84058307 0.62029227 0.04250433
 0.88382682 0.64843241 0.         0.85015997 0.6218872  0.94070405
 0.53976123 0.91762347 0.08466398 0.424310... (continued)

316 of 330 branches covered (95.76%)

765 of 777 relevant lines covered (98.46%)

0.98 hits per line

Source Files on job 21274901286.1
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Coverage ∆ File Lines Relevant Covered Missed Hits/Line Branch Hits Branch Misses
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