diff --git a/poetry.lock b/poetry.lock
index c549981..27f110f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -13,28 +13,28 @@ files = [
 
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 ]
 
 [package.dependencies]
-numpy = {version = ">=1.16,<2.0", markers = "python_version <= \"3.11\""}
+numpy = ">=1.20"
 
 [package.extras]
 bokeh = ["bokeh", "selenium"]
 docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.4.1)", "types-Pillow"]
+mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.8.0)", "types-Pillow"]
 test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
-test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
+test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
 
 [[package]]
 name = "cycler"
@@ -333,25 +263,6 @@ test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask-expr", "dask[dataframe,
 test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
 tqdm = ["tqdm"]
 
-[[package]]
-name = "importlib-metadata"
-version = "8.0.0"
-description = "Read metadata from Python packages"
-optional = false
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 [package.dependencies]
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 fonttools = ">=4.22.0"
 importlib-resources = {version = ">=3.2.0", markers = "python_version < \"3.10\""}
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 packaging = ">=20.0"
-pillow = ">=6.2.0"
+pillow = ">=8"
 pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
 
+[package.extras]
+dev = ["meson-python (>=0.13.1)", "numpy (>=1.25)", "pybind11 (>=2.6)", "setuptools (>=64)", "setuptools_scm (>=7)"]
+
 [[package]]
 name = "mkl"
 version = "2021.4.0"
@@ -743,92 +636,108 @@ tests = ["pytest (>=4.6)"]
 
 [[package]]
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 [package.dependencies]
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 [[package]]
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 description = "Fundamental package for array computing in Python"
 optional = false
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 [[package]]
 name = "pillow"
@@ -1207,13 +1122,13 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
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+version = "8.3.1"
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 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
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 tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
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+    {file = "shap-0.46.0.tar.gz", hash = "sha256:bdaa5b098be5a958348015e940f6fd264339b5db1e651f9898a3117be95b05a0"},
 ]
 
 [package.dependencies]
@@ -1373,14 +1296,14 @@ packaging = ">20.9"
 pandas = "*"
 scikit-learn = "*"
 scipy = "*"
-slicer = "0.0.7"
+slicer = "0.0.8"
 tqdm = ">=4.27.0"
 
 [package.extras]
 docs = ["ipython", "matplotlib", "myst-parser (==2.0.0)", "nbsphinx (==0.9.3)", "numpydoc", "requests", "sphinx (==7.2.6)", "sphinx-github-changelog (==1.2.1)", "sphinx-rtd-theme (==2.0.0)"]
 others = ["lime"]
 plots = ["ipython", "matplotlib"]
-test = ["catboost", "gpboost", "lightgbm", "ngboost", "opencv-python", "protobuf (==3.20.3)", "pyod", "pyspark", "pytest", "pytest-cov", "pytest-mpl", "sentencepiece", "tensorflow", "torch", "torchvision", "transformers", "xgboost"]
+test = ["catboost", "gpboost", "lightgbm", "ngboost", "opencv-python", "protobuf (==3.20.3)", "pyod", "pyspark", "pytest", "pytest-cov", "pytest-mpl", "sentencepiece", "tensorflow", "tf-keras", "torch", "torch (==2.2.0)", "torchvision", "transformers", "xgboost"]
 test-core = ["pytest", "pytest-cov", "pytest-mpl"]
 test-notebooks = ["datasets", "jupyter", "keras", "nbconvert", "nbformat", "nlp", "transformers"]
 
@@ -1397,24 +1320,24 @@ files = [
 
 [[package]]
 name = "slicer"
-version = "0.0.7"
+version = "0.0.8"
 description = "A small package for big slicing."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "slicer-0.0.7-py3-none-any.whl", hash = "sha256:0b94faa5251c0f23782c03f7b7eedda91d80144059645f452c4bc80fab875976"},
-    {file = "slicer-0.0.7.tar.gz", hash = "sha256:f5d5f7b45f98d155b9c0ba6554fa9770c6b26d5793a3e77a1030fb56910ebeec"},
+    {file = "slicer-0.0.8-py3-none-any.whl", hash = "sha256:6c206258543aecd010d497dc2eca9d2805860a0b3758673903456b7df7934dc3"},
+    {file = "slicer-0.0.8.tar.gz", hash = "sha256:2e7553af73f0c0c2d355f4afcc3ecf97c6f2156fcf4593955c3f56cf6c4d6eb7"},
 ]
 
 [[package]]
 name = "sympy"
-version = "1.13.0"
+version = "1.13.1"
 description = "Computer algebra system (CAS) in Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "sympy-1.13.0-py3-none-any.whl", hash = "sha256:6b0b32a4673fb91bd3cac3b55406c8e01d53ae22780be467301cc452f6680c92"},
-    {file = "sympy-1.13.0.tar.gz", hash = "sha256:3b6af8f4d008b9a1a6a4268b335b984b23835f26d1d60b0526ebc71d48a25f57"},
+    {file = "sympy-1.13.1-py3-none-any.whl", hash = "sha256:db36cdc64bf61b9b24578b6f7bab1ecdd2452cf008f34faa33776680c26d66f8"},
+    {file = "sympy-1.13.1.tar.gz", hash = "sha256:9cebf7e04ff162015ce31c9c6c9144daa34a93bd082f54fd8f12deca4f47515f"},
 ]
 
 [package.dependencies]
@@ -1594,5 +1517,5 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools",
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.8"
-content-hash = "304bc4a591b33406d84fabeb272c40114fb6b049d964159adcfe8e4739d9e0bb"
+python-versions = ">=3.9"
+content-hash = "5abf5468460ca0865d503457ce32243583ad7e04656e47027c22df1773c37bdf"
diff --git a/pyproject.toml b/pyproject.toml
index 639d03f..8e7bd85 100755
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -33,14 +33,13 @@ classifiers = [
     "Intended Audience :: Developers",
     "Intended Audience :: Science/Research",
     "License :: Other/Proprietary License",
-    "Programming Language :: Python :: 3.8",
     "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Topic :: Software Development :: Libraries :: Python Modules"
 ]
 
-requires-python = ">=3.8"
+requires-python = ">=3.9"
 
 [tool.poetry]
 name = "gbrl"
@@ -51,7 +50,7 @@ readme = "README.md"
 packages = [{include = "gbrl"}]
 
 [tool.poetry.dependencies]
-python = ">=3.8"
+python = ">=3.9"
 pybind11 = {version = "2.13.1", extras = ["global"]}
 numpy = ">=1.21.0"
 cmake = ">=3.18"