diff --git a/poetry.lock b/poetry.lock
index 6adedd7..8eb2b54 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4047,31 +4047,30 @@ files = [
 
 [[package]]
 name = "ruff"
-version = "0.14.13"
+version = "0.15.0"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
 files = [
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-    {file = "ruff-0.14.13-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:914a8023ece0528d5cc33f5a684f5f38199bbb566a04815c2c211d8f40b5d0ed"},
-    {file = "ruff-0.14.13-py3-none-macosx_11_0_arm64.whl", hash = "sha256:d24899478c35ebfa730597a4a775d430ad0d5631b8647a3ab368c29b7e7bd063"},
-    {file = "ruff-0.14.13-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9aaf3870f14d925bbaf18b8a2347ee0ae7d95a2e490e4d4aea6813ed15ebc80e"},
-    {file = "ruff-0.14.13-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ac5b7f63dd3b27cc811850f5ffd8fff845b00ad70e60b043aabf8d6ecc304e09"},
-    {file = "ruff-0.14.13-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:78d2b1097750d90ba82ce4ba676e85230a0ed694178ca5e61aa9b459970b3eb9"},
-    {file = "ruff-0.14.13-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:7d0bf87705acbbcb8d4c24b2d77fbb73d40210a95c3903b443cd9e30824a5032"},
-    {file = "ruff-0.14.13-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a3eb5da8e2c9e9f13431032fdcbe7681de9ceda5835efee3269417c13f1fed5c"},
-    {file = "ruff-0.14.13-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:642442b42957093811cd8d2140dfadd19c7417030a7a68cf8d51fcdd5f217427"},
-    {file = "ruff-0.14.13-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4acdf009f32b46f6e8864af19cbf6841eaaed8638e65c8dac845aea0d703c841"},
-    {file = "ruff-0.14.13-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:591a7f68860ea4e003917d19b5c4f5ac39ff558f162dc753a2c5de897fd5502c"},
-    {file = "ruff-0.14.13-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:774c77e841cc6e046fc3e91623ce0903d1cd07e3a36b1a9fe79b81dab3de506b"},
-    {file = "ruff-0.14.13-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:61f4e40077a1248436772bb6512db5fc4457fe4c49e7a94ea7c5088655dd21ae"},
-    {file = "ruff-0.14.13-py3-none-musllinux_1_2_i686.whl", hash = "sha256:6d02f1428357fae9e98ac7aa94b7e966fd24151088510d32cf6f902d6c09235e"},
-    {file = "ruff-0.14.13-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:e399341472ce15237be0c0ae5fbceca4b04cd9bebab1a2b2c979e015455d8f0c"},
-    {file = "ruff-0.14.13-py3-none-win32.whl", hash = "sha256:ef720f529aec113968b45dfdb838ac8934e519711da53a0456038a0efecbd680"},
-    {file = "ruff-0.14.13-py3-none-win_amd64.whl", hash = "sha256:6070bd026e409734b9257e03e3ef18c6e1a216f0435c6751d7a8ec69cb59abef"},
-    {file = "ruff-0.14.13-py3-none-win_arm64.whl", hash = "sha256:7ab819e14f1ad9fe39f246cfcc435880ef7a9390d81a2b6ac7e01039083dd247"},
-    {file = "ruff-0.14.13.tar.gz", hash = "sha256:83cd6c0763190784b99650a20fec7633c59f6ebe41c5cc9d45ee42749563ad47"},
+    {file = "ruff-0.15.0-py3-none-linux_armv6l.whl", hash = "sha256:aac4ebaa612a82b23d45964586f24ae9bc23ca101919f5590bdb368d74ad5455"},
+    {file = "ruff-0.15.0-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:dcd4be7cc75cfbbca24a98d04d0b9b36a270d0833241f776b788d59f4142b14d"},
+    {file = "ruff-0.15.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:d747e3319b2bce179c7c1eaad3d884dc0a199b5f4d5187620530adf9105268ce"},
+    {file = "ruff-0.15.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:650bd9c56ae03102c51a5e4b554d74d825ff3abe4db22b90fd32d816c2e90621"},
+    {file = "ruff-0.15.0-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:a6664b7eac559e3048223a2da77769c2f92b43a6dfd4720cef42654299a599c9"},
+    {file = "ruff-0.15.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6f811f97b0f092b35320d1556f3353bf238763420ade5d9e62ebd2b73f2ff179"},
+    {file = "ruff-0.15.0-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:761ec0a66680fab6454236635a39abaf14198818c8cdf691e036f4bc0f406b2d"},
+    {file = "ruff-0.15.0-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:940f11c2604d317e797b289f4f9f3fa5555ffe4fb574b55ed006c3d9b6f0eb78"},
+    {file = "ruff-0.15.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bcbca3d40558789126da91d7ef9a7c87772ee107033db7191edefa34e2c7f1b4"},
+    {file = "ruff-0.15.0-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:9a121a96db1d75fa3eb39c4539e607f628920dd72ff1f7c5ee4f1b768ac62d6e"},
+    {file = "ruff-0.15.0-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:5298d518e493061f2eabd4abd067c7e4fb89e2f63291c94332e35631c07c3662"},
+    {file = "ruff-0.15.0-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:afb6e603d6375ff0d6b0cee563fa21ab570fd15e65c852cb24922cef25050cf1"},
+    {file = "ruff-0.15.0-py3-none-musllinux_1_2_i686.whl", hash = "sha256:77e515f6b15f828b94dc17d2b4ace334c9ddb7d9468c54b2f9ed2b9c1593ef16"},
+    {file = "ruff-0.15.0-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:6f6e80850a01eb13b3e42ee0ebdf6e4497151b48c35051aab51c101266d187a3"},
+    {file = "ruff-0.15.0-py3-none-win32.whl", hash = "sha256:238a717ef803e501b6d51e0bdd0d2c6e8513fe9eec14002445134d3907cd46c3"},
+    {file = "ruff-0.15.0-py3-none-win_amd64.whl", hash = "sha256:dd5e4d3301dc01de614da3cdffc33d4b1b96fb89e45721f1598e5532ccf78b18"},
+    {file = "ruff-0.15.0-py3-none-win_arm64.whl", hash = "sha256:c480d632cc0ca3f0727acac8b7d053542d9e114a462a145d0b00e7cd658c515a"},
+    {file = "ruff-0.15.0.tar.gz", hash = "sha256:6bdea47cdbea30d40f8f8d7d69c0854ba7c15420ec75a26f463290949d7f7e9a"},
 ]
 
 [[package]]
@@ -5451,4 +5450,4 @@ test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.funct
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.11,<3.12"
-content-hash = "c3f7fd2c5500e6c6f0a27f2ce7e01156a0394134093bd6966eb8a348864a2162"
+content-hash = "64acbd2099a55fa7e3af17b85e0ccdce413002067ea1760b929f5668961449b9"
diff --git a/pyproject.toml b/pyproject.toml
index 1a16fe7..35cff33 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -19,14 +19,14 @@ aif360 = "^0.6.1"
 evidently = "^0.7.20"
 isort = "^6.0.1"
 pre-commit = "4.5.1"
-ruff = "0.14.13"
+ruff = "0.15.0"
 
 [tool.poetry.group.test.dependencies]
 pytest = "^8.4.1"
 coverage = "^7.13.2"
 
 [tool.poetry.group.dev.dependencies]
-ruff = "^0.14.13"
+ruff = "^0.15.0"
 pre-commit = "^4.5.1"
 pyright = "^1.1.408"