:rocket: Python 3.12 support

[jvdd]

• [x] update tests as numpy its np.min and np.max are not anymore amin and amax

[codecov-commenter]

Codecov Report

All modified and coverable lines are covered by tests :white_check_mark:

Comparison is base (3620a67) 98.03% compared to head (a608a1f) 98.04%.

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Additional details and impacted files

```diff @@ Coverage Diff @@ ## main #116 +/- ## ======================================= Coverage 98.03% 98.04% ======================================= Files 23 23 Lines 1376 1382 +6 ======================================= + Hits 1349 1355 +6 Misses 27 27 ```

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[codspeed-hq[bot]]

CodSpeed Performance Report

Merging #116 will improve performances by 38.54%

_{Comparing py3.12 (a608a1f) with main (3620a67)}

Summary

⚡ 179 improvements ✅ 94 untouched benchmarks

🆕 108 new benchmarks ⁉️ 108 (👁 108) dropped benchmarks

Benchmarks breakdown

	Benchmark	main	py3.12	Change
👁	test_single_series_feature_collection[15s-10s-1-amax]	93.9 ms	N/A	N/A
👁	test_single_series_feature_collection[15s-10s-1-amin]	93.9 ms	N/A	N/A
🆕	test_single_series_feature_collection[15s-10s-1-max]	N/A	80 ms	N/A
⚡	test_single_series_feature_collection[15s-10s-1-mean]	136.4 ms	122.4 ms	+11.42%
⚡	test_single_series_feature_collection[15s-10s-1-median]	317.8 ms	264.1 ms	+20.31%
🆕	test_single_series_feature_collection[15s-10s-1-min]	N/A	80 ms	N/A
⚡	test_single_series_feature_collection[15s-10s-1-sum]	95.2 ms	81.1 ms	+17.36%
👁	test_single_series_feature_collection[15s-10s-2-amax]	93.9 ms	N/A	N/A
👁	test_single_series_feature_collection[15s-10s-2-amin]	93.9 ms	N/A	N/A
🆕	test_single_series_feature_collection[15s-10s-2-max]	N/A	80 ms	N/A
⚡	test_single_series_feature_collection[15s-10s-2-mean]	136.4 ms	122.4 ms	+11.45%
⚡	test_single_series_feature_collection[15s-10s-2-median]	317.9 ms	264.2 ms	+20.35%
🆕	test_single_series_feature_collection[15s-10s-2-min]	N/A	80 ms	N/A
⚡	test_single_series_feature_collection[15s-10s-2-sum]	95.2 ms	81.1 ms	+17.33%
👁	test_single_series_feature_collection[15s-10s-4-amax]	93.9 ms	N/A	N/A
👁	test_single_series_feature_collection[15s-10s-4-amin]	93.9 ms	N/A	N/A
🆕	test_single_series_feature_collection[15s-10s-4-max]	N/A	80 ms	N/A
⚡	test_single_series_feature_collection[15s-10s-4-mean]	136.4 ms	122.4 ms	+11.4%
⚡	test_single_series_feature_collection[15s-10s-4-median]	317.8 ms	264.4 ms	+20.18%
🆕	test_single_series_feature_collection[15s-10s-4-min]	N/A	80 ms	N/A
...	...	...	...	...

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