diff --git a/poetry.lock b/poetry.lock
index 30e2545..49aefa0 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -542,23 +542,23 @@ jupyter = ["ipywidgets (>=7.5.1,<8.0.0)"]
 
 [[package]]
 name = "scikit-learn"
-version = "1.0.2"
+version = "1.1.1"
 description = "A set of python modules for machine learning and data mining"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
-joblib = ">=0.11"
-numpy = ">=1.14.6"
-scipy = ">=1.1.0"
+joblib = ">=1.0.0"
+numpy = ">=1.17.3"
+scipy = ">=1.3.2"
 threadpoolctl = ">=2.0.0"
 
 [package.extras]
-benchmark = ["matplotlib (>=2.2.3)", "pandas (>=0.25.0)", "memory-profiler (>=0.57.0)"]
-docs = ["matplotlib (>=2.2.3)", "scikit-image (>=0.14.5)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)", "memory-profiler (>=0.57.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "numpydoc (>=1.0.0)", "Pillow (>=7.1.2)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
-examples = ["matplotlib (>=2.2.3)", "scikit-image (>=0.14.5)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)"]
-tests = ["matplotlib (>=2.2.3)", "scikit-image (>=0.14.5)", "pandas (>=0.25.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "flake8 (>=3.8.2)", "black (>=21.6b0)", "mypy (>=0.770)", "pyamg (>=4.0.0)"]
+benchmark = ["matplotlib (>=3.1.2)", "pandas (>=1.0.5)", "memory-profiler (>=0.57.0)"]
+docs = ["matplotlib (>=3.1.2)", "scikit-image (>=0.14.5)", "pandas (>=1.0.5)", "seaborn (>=0.9.0)", "memory-profiler (>=0.57.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "numpydoc (>=1.2.0)", "Pillow (>=7.1.2)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
+examples = ["matplotlib (>=3.1.2)", "scikit-image (>=0.14.5)", "pandas (>=1.0.5)", "seaborn (>=0.9.0)"]
+tests = ["matplotlib (>=3.1.2)", "scikit-image (>=0.14.5)", "pandas (>=1.0.5)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "flake8 (>=3.8.2)", "black (>=22.3.0)", "mypy (>=0.770)", "pyamg (>=4.0.0)", "numpydoc (>=1.2.0)"]
 
 [[package]]
 name = "scipy"
@@ -710,7 +710,7 @@ testing = ["coverage (>=4)", "coverage-enable-subprocess (>=1)", "flaky (>=3)",
 [metadata]
 lock-version = "1.1"
 python-versions = ">=3.8, <3.11"
-content-hash = "d74b6c763d75d05154736bb14280fa148802132de8a7d53811de975dac32a445"
+content-hash = "8816559f7990ab509bc158364aa216086c1d05cec64a8542ce0f5378af0a261a"
 
 [metadata.files]
 anyio = [
@@ -1147,38 +1147,24 @@ rich = [
     {file = "rich-12.4.4.tar.gz", hash = "sha256:4c586de507202505346f3e32d1363eb9ed6932f0c2f63184dea88983ff4971e2"},
 ]
 scikit-learn = [
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-    {file = "scikit_learn-1.0.2-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:da3c84694ff693b5b3194d8752ccf935a665b8b5edc33a283122f4273ca3e687"},
-    {file = "scikit_learn-1.0.2-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:75307d9ea39236cad7eea87143155eea24d48f93f3a2f9389c817f7019f00705"},
-    {file = "scikit_learn-1.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f14517e174bd7332f1cca2c959e704696a5e0ba246eb8763e6c24876d8710049"},
-    {file = "scikit_learn-1.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d9aac97e57c196206179f674f09bc6bffcd0284e2ba95b7fe0b402ac3f986023"},
-    {file = "scikit_learn-1.0.2-cp310-cp310-win_amd64.whl", hash = "sha256:d93d4c28370aea8a7cbf6015e8a669cd5d69f856cc2aa44e7a590fb805bb5583"},
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+    {file = "scikit_learn-1.1.1-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:102f51797cd8944bf44a038d106848ddf2804f2c1edf7aea45fba81a4fdc4d80"},
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+    {file = "scikit_learn-1.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:33cf061ed0b79d647a3e4c3f6c52c412172836718a7cd4d11c1318d083300133"},
+    {file = "scikit_learn-1.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:47464c110eaa9ed9d1fe108cb403510878c3d3a40f110618d2a19b2190a3e35c"},
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+    {file = "scikit_learn-1.1.1-cp39-cp39-win32.whl", hash = "sha256:22145b60fef02e597a8e7f061ebc7c51739215f11ce7fcd2ca9af22c31aa9f86"},
+    {file = "scikit_learn-1.1.1-cp39-cp39-win_amd64.whl", hash = "sha256:45c0f6ae523353f1d99b85469d746f9c497410adff5ba8b24423705b6956a86e"},
 ]
 scipy = [
     {file = "scipy-1.8.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:87b01c7d5761e8a266a0fbdb9d88dcba0910d63c1c671bdb4d99d29f469e9e03"},
diff --git a/pyproject.toml b/pyproject.toml
index 792e644..9b901aa 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,7 +10,7 @@ readme = "README.md"
 python = ">=3.8, <3.11"  # scypi fails to install if <3.11 is not specified
 pandas = "^1.4.2"
 rich = "^12.4.4"
-scikit-learn = "^1.0.2"
+scikit-learn = "^1.1.1"
 typer = "^0.4.1"
 imbalanced-learn = "^0.9.0"
 camel-converter = "^1.0.3"