diff --git a/pdm.lock b/pdm.lock
index 08437a1..61ba8c7 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -5,7 +5,7 @@
 groups = ["default", "doc", "lint", "test"]
 strategy = ["cross_platform", "inherit_metadata"]
 lock_version = "4.4.2"
-content_hash = "sha256:8af2f61ffab8b573d6ce05c07bcbe24da49c372a20e18f0a73c4787ea828b050"
+content_hash = "sha256:f5b1735de4a4dbedcdff904b0c56734604b2c8fcdaf643ccdfeb014a4d7903b0"
 
 [[package]]
 name = "aiosignal"
@@ -50,15 +50,6 @@ files = [
     {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
 ]
 
-[[package]]
-name = "arff"
-version = "0.9"
-summary = "Python package for reading and writing Weka arff files"
-groups = ["default"]
-files = [
-    {file = "arff-0.9.tar.gz", hash = "sha256:a4013e25a01a88a08e33aae60ec5c66deba0565709d056d2c20819d032fdd1eb"},
-]
-
 [[package]]
 name = "argon2-cffi"
 version = "23.1.0"
@@ -123,7 +114,7 @@ files = [
 
 [[package]]
 name = "astroid"
-version = "3.2.2"
+version = "3.2.3"
 requires_python = ">=3.8.0"
 summary = "An abstract syntax tree for Python with inference support."
 groups = ["lint"]
@@ -131,8 +122,8 @@ dependencies = [
     "typing-extensions>=4.0.0; python_version < \"3.11\"",
 ]
 files = [
-    {file = "astroid-3.2.2-py3-none-any.whl", hash = "sha256:e8a0083b4bb28fcffb6207a3bfc9e5d0a68be951dd7e336d5dcf639c682388c0"},
-    {file = "astroid-3.2.2.tar.gz", hash = "sha256:8ead48e31b92b2e217b6c9733a21afafe479d52d6e164dd25fb1a770c7c3cf94"},
+    {file = "astroid-3.2.3-py3-none-any.whl", hash = "sha256:3eae9ea67c11c858cdd2c91337d2e816bd019ac897ca07d7b346ac10105fceb3"},
+    {file = "astroid-3.2.3.tar.gz", hash = "sha256:7099b5a60985529d8d46858befa103b82d0d05a5a5e8b816b5303ed96075e1d9"},
 ]
 
 [[package]]
@@ -399,28 +390,6 @@ files = [
     {file = "comm-0.2.2.tar.gz", hash = "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e"},
 ]
 
-[[package]]
-name = "configspace"
-version = "0.7.1"
-requires_python = ">=3.7"
-summary = "Creation and manipulation of parameter configuration spaces for automated algorithm configuration and hyperparameter tuning. "
-groups = ["default"]
-dependencies = [
-    "more-itertools",
-    "numpy",
-    "pyparsing",
-    "scipy",
-    "typing-extensions",
-]
-files = [
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-    {file = "ConfigSpace-0.7.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:12c88f3ad6a06836ec1f4fc9db915d2009a1c7e6997dd4a13525f270a9aae14d"},
-    {file = "ConfigSpace-0.7.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:607c8c541d0c496f0fe13afe40f4c73973d9a42db11546e635f443b7455c71cc"},
-    {file = "ConfigSpace-0.7.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e2eb3e15573d8c87bf682f138f010bcd062b78307b55693807a66e95e18914a2"},
-    {file = "ConfigSpace-0.7.1-cp39-cp39-win_amd64.whl", hash = "sha256:9c2cd2e1122714d461d7ccd43426145e9e757b2ff71010ee1a92714c97a8c8f1"},
-    {file = "ConfigSpace-0.7.1.tar.gz", hash = "sha256:57b5b8e28ed6ee14ecf6206fdca43ca698ef63bc1531f081d482b26acf4edf1a"},
-]
-
 [[package]]
 name = "contourpy"
 version = "1.2.1"
@@ -449,49 +418,49 @@ files = [
 
 [[package]]
 name = "coverage"
-version = "7.5.4"
+version = "7.6.0"
 requires_python = ">=3.8"
 summary = "Code coverage measurement for Python"
 groups = ["test"]
 files = [
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+    {file = "coverage-7.6.0-cp39-cp39-win_amd64.whl", hash = "sha256:543ef9179bc55edfd895154a51792b01c017c87af0ebaae092720152e19e42ca"},
+    {file = "coverage-7.6.0-pp38.pp39.pp310-none-any.whl", hash = "sha256:6fe885135c8a479d3e37a7aae61cbd3a0fb2deccb4dda3c25f92a49189f766d6"},
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 ]
 
 [[package]]
 name = "coverage"
-version = "7.5.4"
+version = "7.6.0"
 extras = ["toml"]
 requires_python = ">=3.8"
 summary = "Code coverage measurement for Python"
 groups = ["test"]
 dependencies = [
-    "coverage==7.5.4",
+    "coverage==7.6.0",
     "tomli; python_full_version <= \"3.11.0a6\"",
 ]
 files = [
-    {file = "coverage-7.5.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:b95c3a8cb0463ba9f77383d0fa8c9194cf91f64445a63fc26fb2327e1e1eb088"},
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 ]
 
 [[package]]
@@ -705,21 +674,21 @@ files = [
 
 [[package]]
 name = "fonttools"
-version = "4.53.0"
+version = "4.53.1"
 requires_python = ">=3.8"
 summary = "Tools to manipulate font files"
 groups = ["default"]
 files = [
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 ]
 
 [[package]]
@@ -1069,7 +1038,7 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.22.0"
+version = "4.23.0"
 requires_python = ">=3.8"
 summary = "An implementation of JSON Schema validation for Python"
 groups = ["default"]
@@ -1080,8 +1049,8 @@ dependencies = [
     "rpds-py>=0.7.1",
 ]
 files = [
-    {file = "jsonschema-4.22.0-py3-none-any.whl", hash = "sha256:ff4cfd6b1367a40e7bc6411caec72effadd3db0bbe5017de188f2d6108335802"},
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+    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
 ]
 
 [[package]]
@@ -1100,7 +1069,7 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.22.0"
+version = "4.23.0"
 extras = ["format-nongpl"]
 requires_python = ">=3.8"
 summary = "An implementation of JSON Schema validation for Python"
@@ -1110,15 +1079,15 @@ dependencies = [
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     "isoduration",
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     "rfc3986-validator>0.1.0",
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+summary = "A module for read and write ARFF files in Python."
+groups = ["default"]
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+]
+
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 version = "3.6"
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 summary = "Python plotting package"
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@@ -1456,17 +1435,17 @@ dependencies = [
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 [[package]]
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 version = "1.0.8"
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 [[package]]
 name = "ray"
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+version = "2.32.0"
 requires_python = ">=3.8"
 summary = "Ray provides a simple, universal API for building distributed applications."
 groups = ["default"]
@@ -2387,11 +2355,11 @@ dependencies = [
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 [[package]]
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 requires_python = ">=3.8"
 summary = "Python bindings to Rust's persistent data structures (rpds)"
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 ]
 
 [[package]]
@@ -2599,13 +2567,13 @@ files = [
 
 [[package]]
 name = "setuptools"
-version = "70.2.0"
+version = "70.3.0"
 requires_python = ">=3.8"
 summary = "Easily download, build, install, upgrade, and uninstall Python packages"
 groups = ["default", "test"]
 files = [
-    {file = "setuptools-70.2.0-py3-none-any.whl", hash = "sha256:b8b8060bb426838fbe942479c90296ce976249451118ef566a5a0b7d8b78fb05"},
-    {file = "setuptools-70.2.0.tar.gz", hash = "sha256:bd63e505105011b25c3c11f753f7e3b8465ea739efddaccef8f0efac2137bac1"},
+    {file = "setuptools-70.3.0-py3-none-any.whl", hash = "sha256:fe384da74336c398e0d956d1cae0669bc02eed936cdb1d49b57de1990dc11ffc"},
+    {file = "setuptools-70.3.0.tar.gz", hash = "sha256:f171bab1dfbc86b132997f26a119f6056a57950d058587841a0082e8830f9dc5"},
 ]
 
 [[package]]
@@ -2767,13 +2735,13 @@ files = [
 
 [[package]]
 name = "tomlkit"
-version = "0.12.5"
-requires_python = ">=3.7"
+version = "0.13.0"
+requires_python = ">=3.8"
 summary = "Style preserving TOML library"
 groups = ["lint"]
 files = [
-    {file = "tomlkit-0.12.5-py3-none-any.whl", hash = "sha256:af914f5a9c59ed9d0762c7b64d3b5d5df007448eb9cd2edc8a46b1eafead172f"},
-    {file = "tomlkit-0.12.5.tar.gz", hash = "sha256:eef34fba39834d4d6b73c9ba7f3e4d1c417a4e56f89a7e96e090dd0d24b8fb3c"},
+    {file = "tomlkit-0.13.0-py3-none-any.whl", hash = "sha256:7075d3042d03b80f603482d69bf0c8f345c2b30e41699fd8883227f89972b264"},
+    {file = "tomlkit-0.13.0.tar.gz", hash = "sha256:08ad192699734149f5b97b45f1f18dad7eb1b6d16bc72ad0c2335772650d7b72"},
 ]
 
 [[package]]
@@ -2824,6 +2792,7 @@ version = "4.12.2"
 requires_python = ">=3.8"
 summary = "Backported and Experimental Type Hints for Python 3.8+"
 groups = ["default", "lint"]
+marker = "python_version < \"3.11\""
 files = [
     {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
diff --git a/pyproject.toml b/pyproject.toml
index 6adcd9d..bf40ea5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "Scikit-longitudinal"
-version = "0.0.4"
+version="0.0.5"
 description = "Scikit-longitudinal, an open-source Python lib for longitudinal data analysis, builds on Scikit-learn's foundation. It offers specialised tools to tackle challenges of repeated measures data, ideal for (med.) researchers, data scientists, & analysts."
 authors = [
     {name = "Provost Simon", email = "simon.gilbert.provost@gmail.com"},
@@ -55,6 +55,7 @@ lint = [
     "docformatter[tomli]<2.0.0,>=1.6.4",
 ]
 test = [
+    "pytest>=4.4.0",
     "pytest-cov>=4.0.0",
     "genbadge>=1.1.0"
 ]
@@ -92,7 +93,7 @@ update_lock = {cmd = "pdm lock", env_file.override = ".env"}
 update_lock_dev = {cmd = "pdm lock -d", env_file.override = ".env"}
 
 # Testing and linting (Note: This has only been tested on Linux && OSX)
-_install_dev = { cmd = "pdm install -G lint -G test -G doc --no-default", env_file.override = ".env" }
+_install_dev = { cmd = "pdm install -G lint -G test -G doc", env_file.override = ".env" }
 install_dev = {composite = ["_set_pdm_use_venv", "_install_dev"]}
 
 tests = {cmd = "pytest scikit_longitudinal/ --cov=./ --cov-report=html --cov-config=.coveragerc --cov-report=html:htmlcov/scikit_longitudinal -s -vv --capture=no"}
diff --git a/setup.py b/setup.py
index 9e4713d..4fcc4fa 100644
--- a/setup.py
+++ b/setup.py
@@ -2,7 +2,7 @@
 
 setup(  # pragma: no cover
     name="Scikit-longitudinal",
-    version="0.0.4",
+    version="0.0.5",
     long_description=open('README.md').read(),
     long_description_content_type='text/markdown',
     url="https://github.com/simonprovost/scikit-longitudinal",