REL: release 1.13.0

[lucascolley]

• update version
• green CI here
• green CI on MAINT: bump array-api-compat for JAX>=0.8.2 compat scipy/scipy#24239
• changelog
• CuPy tests

array-api-compat on 🎋 rel via 🐍
❯ pixi exec -s cupy -s hypothesis -s pytest-json-report -s ndindex ./test_cupy.sh
...
======================================== 1070 passed, 9 skipped, 96 xfailed, 61 xpassed, 182 warnings in 535.91s (0:08:55) ========================================

[lucascolley]

scikit-learn on 🎋 main [🔨] via 🐍
❯ git diff -U0
diff --git a/maint_tools/vendor_array_api_compat.sh b/maint_tools/vendor_array_api_compat.sh
index 51056ce477..100ac3b4e2 100755
--- a/maint_tools/vendor_array_api_compat.sh
+++ b/maint_tools/vendor_array_api_compat.sh
@@ -8,2 +8,2 @@ set -o errexit
-URL="https://github.com/data-apis/array-api-compat.git"
-VERSION="1.12"
+URL="https://github.com/lucascolley/array-api-compat.git"
+VERSION="35193a156c334674427856a75559a3015d97ff7f"

scikit-learn on 🎋 main [🔨] via 🐍
❯ ./maint_tools/vendor_array_api_compat.sh

python-stack/scikit-learn on 🎋 main [🔨] via 🧚 v0.62.0
❯ git diff -U0
diff --git a/scikit-learn/pixi.toml b/scikit-learn/pixi.toml
index aec17e7..575f70e 100644
--- a/scikit-learn/pixi.toml
+++ b/scikit-learn/pixi.toml
@@ -60,0 +61,4 @@ conda-lock = "==2.5.6"
+[feature.array-api.dependencies]
+array-api-strict = "*"
+pytorch = "*"
+
@@ -107,0 +112 @@ tests = { cmd = "spin test", cwd = "scikit-learn" }
+tests-array-api = { cmd = "spin test -v -- -k 'array_api'", cwd = "scikit-learn", env = { SCIPY_ARRAY_API = "1" } }
@@ -110 +115 @@ tests = { cmd = "spin test", cwd = "scikit-learn" }
-dev = { features = ["source", "dev", "lint", "docs", "tests"], no-default-feature = true }
+dev = { features = ["source", "dev", "lint", "docs", "tests", "array-api"], no-default-feature = true }

python-stack/scikit-learn on 🎋 main [🔨] via 🧚 v0.62.0
❯ pixi run tests
...
==================== 38628 passed, 6050 skipped, 150 xfailed, 65 xpassed, 5742 warnings in 598.10s (0:09:58) =====================

python-stack/scikit-learn on 🎋 main [🔨] via 🧚 v0.62.0
❯ pixi run tests-array-api
...
============================== 2145 passed, 2447 skipped, 40301 deselected, 847 warnings in 21.49s ===============================

[ev-br]

https://pypi.org/project/array-api-compat/1.13.0/ --- thank you Lucas for seeing it through!

[lucascolley]

downstream PRs all look happy

• deps: bump array-api-compat to 1.13 array-api-extra#566
• MAINT: bump array-api-compat to 1.13 tag scipy/scipy#24240
• MNT: externals: bump array-api-compat to v1.13 scikit-learn/scikit-learn#32962