diff --git a/poetry.lock b/poetry.lock
index 907ae7da..d43cfd4b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1596,26 +1596,26 @@ test = ["pytest (>=7.4)", "pytest-cov (>=4.1)"]
 
 [[package]]
 name = "lightgbm"
-version = "3.3.5"
+version = "4.0.0"
 description = "LightGBM Python Package"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 files = [
-    {file = "lightgbm-3.3.5-py3-none-macosx_10_15_x86_64.macosx_11_6_x86_64.macosx_12_0_x86_64.whl", hash = "sha256:843dd37c00a1096a8898b80e368b3eef7f5a5d327d1fd9eb770b6f3c2e1edc49"},
-    {file = "lightgbm-3.3.5-py3-none-manylinux1_x86_64.whl", hash = "sha256:044f65664c1a32c98cb619bafa97d8cd9d93c2c2d5053376aadfe509a3a3e7fa"},
-    {file = "lightgbm-3.3.5-py3-none-manylinux2014_aarch64.whl", hash = "sha256:ef01e46939293a0a36729350a7384dc17a36880176d0f17d82b738bbe77e4528"},
-    {file = "lightgbm-3.3.5-py3-none-win_amd64.whl", hash = "sha256:02a40745c1972cf4a2cde764c7739228f45178c2237af2df40fde7063a58ac6a"},
-    {file = "lightgbm-3.3.5.tar.gz", hash = "sha256:10b8fbdcf851e4f68a1f02f38d99bdc44c7c7fb9b1a62dcf924a0d29ff73395c"},
+    {file = "lightgbm-4.0.0-py3-none-macosx_10_15_x86_64.macosx_11_6_x86_64.macosx_12_5_x86_64.whl", hash = "sha256:1fd4e5d737ef09ec707ce377f0c081f42978407ea32d4394ecbd68ed13e9eb0c"},
+    {file = "lightgbm-4.0.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:393f4128c1fad1afd31411b39b6ae8dbf62bf4151c03dffae733f2dbfef42c29"},
+    {file = "lightgbm-4.0.0-py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:84b57ac7470d8a3c51da470b68fb38cf237f67dceefb6093e27e5f41a77daef7"},
+    {file = "lightgbm-4.0.0-py3-none-win_amd64.whl", hash = "sha256:f75ed6e16d7d42263cb278dd0d5f9cf1e74b89c74630352d110937154f357f79"},
+    {file = "lightgbm-4.0.0.tar.gz", hash = "sha256:03d1b3903aa51cd9a5e3965941236f2a7bf5a69d7a76059dbf68fd9b4fc92d8f"},
 ]
 
 [package.dependencies]
 numpy = "*"
-scikit-learn = "!=0.22.0"
 scipy = "*"
-wheel = "*"
 
 [package.extras]
-dask = ["dask[array] (>=2.0.0)", "dask[dataframe] (>=2.0.0)", "dask[distributed] (>=2.0.0)", "pandas"]
+dask = ["dask[array,dataframe,distributed] (>=2.0.0)", "pandas (>=0.24.0)"]
+pandas = ["pandas (>=0.24.0)"]
+scikit-learn = ["scikit-learn (!=0.22.0)"]
 
 [[package]]
 name = "lime"
@@ -3840,20 +3840,6 @@ docs = ["Sphinx (>=3.4)", "sphinx-rtd-theme (>=0.5)"]
 optional = ["python-socks", "wsaccel"]
 test = ["websockets"]
 
-[[package]]
-name = "wheel"
-version = "0.41.0"
-description = "A built-package format for Python"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "wheel-0.41.0-py3-none-any.whl", hash = "sha256:7e9be3bbd0078f6147d82ed9ed957e323e7708f57e134743d2edef3a7b7972a9"},
-    {file = "wheel-0.41.0.tar.gz", hash = "sha256:55a0f0a5a84869bce5ba775abfd9c462e3a6b1b7b7ec69d72c0b83d673a5114d"},
-]
-
-[package.extras]
-test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
-
 [[package]]
 name = "widgetsnbextension"
 version = "4.0.8"
@@ -3883,4 +3869,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9, <3.12"
-content-hash = "74300d7ec20c670457e447b525552e191b9d64fe06be603a6aa9ca76f66191c8"
+content-hash = "9df58b294fbbab05df50492f00ef0b17b8710a909bd6e889bc03a26fbd03e5ee"
diff --git a/pyproject.toml b/pyproject.toml
index b62b588c..d9f00adb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -73,7 +73,7 @@ pydata-sphinx-theme = ">=0.10.1"
 
 # Tutorial dependencies
 [tool.poetry.group.tutorial.dependencies]
-lightgbm = "^3.3.2"
+lightgbm = ">=3.3.2,<5.0.0"
 
 [tool.black]
 line-length = 99