diff --git a/uv.lock b/uv.lock
index 33675f5..a20f19c 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2,10 +2,14 @@ version = 1
 revision = 3
 requires-python = ">=3.10, <4.0"
 resolution-markers = [
-    "python_full_version >= '3.14' and platform_machine == 'ARM64' and sys_platform == 'win32'",
-    "python_full_version >= '3.14' and platform_machine != 'ARM64' and sys_platform == 'win32'",
-    "python_full_version >= '3.14' and sys_platform == 'emscripten'",
-    "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version >= '3.15' and platform_machine == 'ARM64' and sys_platform == 'win32'",
+    "python_full_version == '3.14.*' and platform_machine == 'ARM64' and sys_platform == 'win32'",
+    "python_full_version >= '3.15' and platform_machine != 'ARM64' and sys_platform == 'win32'",
+    "python_full_version == '3.14.*' and platform_machine != 'ARM64' and sys_platform == 'win32'",
+    "python_full_version >= '3.15' and sys_platform == 'emscripten'",
+    "python_full_version == '3.14.*' and sys_platform == 'emscripten'",
+    "python_full_version >= '3.15' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version == '3.14.*' and sys_platform != 'emscripten' and sys_platform != 'win32'",
     "python_full_version >= '3.12' and python_full_version < '3.14' and platform_machine == 'ARM64' and sys_platform == 'win32'",
     "python_full_version >= '3.12' and python_full_version < '3.14' and platform_machine != 'ARM64' and sys_platform == 'win32'",
     "python_full_version == '3.11.*' and platform_machine == 'ARM64' and sys_platform == 'win32'",
@@ -188,7 +192,7 @@ wheels = [
 
 [[package]]
 name = "black"
-version = "26.1.0"
+version = "26.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "click" },
@@ -200,34 +204,34 @@ dependencies = [
     { name = "tomli", marker = "python_full_version < '3.11'" },
     { name = "typing-extensions", marker = "python_full_version < '3.11'" },
 ]
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 [[package]]
@@ -4723,10 +4768,14 @@ name = "scikit-learn"
 version = "1.8.0"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
-    "python_full_version >= '3.14' and platform_machine == 'ARM64' and sys_platform == 'win32'",
-    "python_full_version >= '3.14' and platform_machine != 'ARM64' and sys_platform == 'win32'",
-    "python_full_version >= '3.14' and sys_platform == 'emscripten'",
-    "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version >= '3.15' and platform_machine == 'ARM64' and sys_platform == 'win32'",
+    "python_full_version == '3.14.*' and platform_machine == 'ARM64' and sys_platform == 'win32'",
+    "python_full_version >= '3.15' and platform_machine != 'ARM64' and sys_platform == 'win32'",
+    "python_full_version == '3.14.*' and platform_machine != 'ARM64' and sys_platform == 'win32'",
+    "python_full_version >= '3.15' and sys_platform == 'emscripten'",
+    "python_full_version == '3.14.*' and sys_platform == 'emscripten'",
+    "python_full_version >= '3.15' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version == '3.14.*' and sys_platform != 'emscripten' and sys_platform != 'win32'",
     "python_full_version >= '3.12' and python_full_version < '3.14' and platform_machine == 'ARM64' and sys_platform == 'win32'",
     "python_full_version >= '3.12' and python_full_version < '3.14' and platform_machine != 'ARM64' and sys_platform == 'win32'",
     "python_full_version == '3.11.*' and platform_machine == 'ARM64' and sys_platform == 'win32'",
@@ -4847,10 +4896,14 @@ name = "scipy"
 version = "1.17.1"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
-    "python_full_version >= '3.14' and platform_machine == 'ARM64' and sys_platform == 'win32'",
-    "python_full_version >= '3.14' and platform_machine != 'ARM64' and sys_platform == 'win32'",
-    "python_full_version >= '3.14' and sys_platform == 'emscripten'",
-    "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version >= '3.15' and platform_machine == 'ARM64' and sys_platform == 'win32'",
+    "python_full_version == '3.14.*' and platform_machine == 'ARM64' and sys_platform == 'win32'",
+    "python_full_version >= '3.15' and platform_machine != 'ARM64' and sys_platform == 'win32'",
+    "python_full_version == '3.14.*' and platform_machine != 'ARM64' and sys_platform == 'win32'",
+    "python_full_version >= '3.15' and sys_platform == 'emscripten'",
+    "python_full_version == '3.14.*' and sys_platform == 'emscripten'",
+    "python_full_version >= '3.15' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version == '3.14.*' and sys_platform != 'emscripten' and sys_platform != 'win32'",
     "python_full_version >= '3.12' and python_full_version < '3.14' and platform_machine == 'ARM64' and sys_platform == 'win32'",
     "python_full_version >= '3.12' and python_full_version < '3.14' and platform_machine != 'ARM64' and sys_platform == 'win32'",
     "python_full_version == '3.11.*' and platform_machine == 'ARM64' and sys_platform == 'win32'",
@@ -5381,10 +5434,14 @@ name = "xarray"
 version = "2026.2.0"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
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-    "python_full_version >= '3.14' and platform_machine != 'ARM64' and sys_platform == 'win32'",
-    "python_full_version >= '3.14' and sys_platform == 'emscripten'",
-    "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version >= '3.15' and platform_machine == 'ARM64' and sys_platform == 'win32'",
+    "python_full_version == '3.14.*' and platform_machine == 'ARM64' and sys_platform == 'win32'",
+    "python_full_version >= '3.15' and platform_machine != 'ARM64' and sys_platform == 'win32'",
+    "python_full_version == '3.14.*' and platform_machine != 'ARM64' and sys_platform == 'win32'",
+    "python_full_version >= '3.15' and sys_platform == 'emscripten'",
+    "python_full_version == '3.14.*' and sys_platform == 'emscripten'",
+    "python_full_version >= '3.15' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version == '3.14.*' and sys_platform != 'emscripten' and sys_platform != 'win32'",
     "python_full_version >= '3.12' and python_full_version < '3.14' and platform_machine == 'ARM64' and sys_platform == 'win32'",
     "python_full_version >= '3.12' and python_full_version < '3.14' and platform_machine != 'ARM64' and sys_platform == 'win32'",
     "python_full_version == '3.11.*' and platform_machine == 'ARM64' and sys_platform == 'win32'",