diff --git a/poetry.lock b/poetry.lock
index 1813d00..72c82d8 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.2.0 and should not be changed by hand.
 
 [[package]]
 name = "anyio"
@@ -505,7 +505,7 @@ files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
-markers = {main = "platform_system == \"Windows\"", dev = "sys_platform == \"win32\" or platform_system == \"Windows\""}
+markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
 
 [[package]]
 name = "comm"
@@ -1417,20 +1417,20 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>
 
 [[package]]
 name = "jupyterlab"
-version = "4.4.3"
+version = "4.4.8"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "jupyterlab-4.4.3-py3-none-any.whl", hash = "sha256:164302f6d4b6c44773dfc38d585665a4db401a16e5296c37df5cba63904fbdea"},
-    {file = "jupyterlab-4.4.3.tar.gz", hash = "sha256:a94c32fd7f8b93e82a49dc70a6ec45a5c18281ca2a7228d12765e4e210e5bca2"},
+    {file = "jupyterlab-4.4.8-py3-none-any.whl", hash = "sha256:81b56f33f35be15150e7ccd43440963a93d2b115ffa614a06d38b91e4d650f92"},
+    {file = "jupyterlab-4.4.8.tar.gz", hash = "sha256:a89e5a2e9f9295ae039356fc5247e5bfac64936126ab805e3ff8e47f385b0c7e"},
 ]
 
 [package.dependencies]
 async-lru = ">=1.0.0"
-httpx = ">=0.25.0"
-ipykernel = ">=6.5.0"
+httpx = ">=0.25.0,<1"
+ipykernel = ">=6.5.0,<6.30.0 || >6.30.0"
 jinja2 = ">=3.0.3"
 jupyter-core = "*"
 jupyter-lsp = ">=2.0.0"
@@ -2455,7 +2455,7 @@ description = "Run a subprocess in a pseudo terminal"
 optional = false
 python-versions = "*"
 groups = ["dev"]
-markers = "os_name != \"nt\" or sys_platform != \"win32\" and sys_platform != \"emscripten\""
+markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\" or os_name != \"nt\""
 files = [
     {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"},
     {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"},
@@ -3615,4 +3615,4 @@ files = [
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.11,<3.13"
-content-hash = "e57785b1181d5ce6fbc8b5064aa2c7bf8ef2460c93dc56bb74e0d4a6f876ce73"
+content-hash = "0acbde62a2cc57107edd41ac86475b172399e1e290d3d336bb9c49eef9c3174c"
diff --git a/pyproject.toml b/pyproject.toml
index 8991b9a..3d154a8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,7 +26,7 @@ tqdm = "^4.67.1"
 scikit-learn = "^1.5.0"
 
 [tool.poetry.group.dev.dependencies]
-jupyterlab = "^4.4.3"
+jupyterlab = "^4.4.8"
 ipywidgets = "^8.1.7"
 flake8 = "^7.2.0"
 autopep8 = "^2.3.2"