⬆️ update dependencies + bump version

[jvdd]

No description provided.

[codspeed-hq]

CodSpeed Performance Report

Merging #91 will degrade performances by 17.79%

_{Comparing new_release (58bb66e) with main (cdb7094)}

Summary

⚡ 9 improvements
❌ 3 regressions
✅ 666 untouched

⚠️ Please fix the performance issues or acknowledge them on CodSpeed.

Benchmarks breakdown

	Benchmark	BASE	HEAD	Change
⚡	test_m4_with_x[True-float32-1,000-1,000,000]	3.8 ms	3.4 ms	+13.15%
❌	test_m4_with_x[True-int32-1,000-1,000,000]	3.5 ms	3.9 ms	-10.51%
⚡	test_m4_with_x[True-int64-5,000-100,000]	4.8 ms	4.2 ms	+13.15%
⚡	test_minmax_with_x[True-float64-1,000-100,000]	2.2 ms	1.7 ms	+29.65%
⚡	test_minmax_with_x[True-int32-1,000-100,000]	2.1 ms	1.6 ms	+30.13%
⚡	test_nanm4_with_x[True-int32-1,000-1,000,000]	3.9 ms	3.5 ms	+12.42%
❌	test_nanminmax_with_x[True-float32-1,000-1,000,000]	3.6 ms	4 ms	-11.26%
⚡	test_nanminmax_with_x[True-float32-1,000-100,000]	2 ms	1.5 ms	+29.27%
❌	test_nanminmax_with_x[True-float64-1,000-100,000]	1.7 ms	2.1 ms	-17.79%
⚡	test_nanminmax_with_x[True-int32-1,000-100,000]	2 ms	1.6 ms	+23.95%
⚡	test_nanminmaxlttb_with_x[True-float32-1,000-100,000]	4.9 ms	4.1 ms	+20.1%
⚡	test_nanminmaxlttb_with_x[True-float32-100-1,000,000]	3.5 ms	3.1 ms	+14.38%

[my1e5]

Hey @jvdd, thanks for working on this PR. I notice that the Windows builds are failing with

💥 maturin failed
  Caused by: Interpreters ["CPython 3.8", "CPython 3.9", "CPython 3.10", "CPython 3.11", "CPython 3.12", "CPython 3.14"] 
  were found in maturin's bundled sysconfig, but compiling for Windows without an interpreter requires 
  PyO3's `generate-import-lib` feature

I tried adding the generate-import-lib feature to the pyo3 dependency - see my forked PR (my1e5#3) - and that seems to fix it 😄

[dependencies]
downsample_rs = { path = "downsample_rs", features = ["half"]}
-pyo3 = { version = "0.26", features = ["extension-module"] }
+pyo3 = { version = "0.26", features = ["extension-module", "generate-import-lib"] }
numpy = { version = "0.26", features = ["half"] }
half = { version = "2.6", default-features = false }