diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml
index 894bfd9..15b21fc 100644
--- a/.github/workflows/python-app.yml
+++ b/.github/workflows/python-app.yml
@@ -57,7 +57,7 @@ jobs:
           python -m pip install --upgrade pip
           pip install flake8 pytest pipenv
           # if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
-          pipenv install
+          pipenv install --verbose
       - name: Lint with flake8
         run: |
           # stop the build if there are Python syntax errors or undefined names
diff --git a/.gitignore b/.gitignore
index 55621e2..8a82b42 100644
--- a/.gitignore
+++ b/.gitignore
@@ -21,7 +21,7 @@ pids
 # Python
 *.pyc
 __pycache__/
-Pipfile.lock
+# Pipfile.lock
 
 # Jupyter Notebook
 .ipynb_checkpoints
diff --git a/Pipfile.lock b/Pipfile.lock
new file mode 100644
index 0000000..e8164f7
--- /dev/null
+++ b/Pipfile.lock
@@ -0,0 +1,360 @@
+{
+  "_meta": {
+    "hash": {
+      "sha256": "b675dc5f9f12e0a18c478952889485ffffd71dfece25aaad54cf217a85f38815"
+    },
+    "pipfile-spec": 6,
+    "requires": {
+      "python_version": "3.10"
+    },
+    "sources": [
+      {
+        "name": "pypi",
+        "url": "https://pypi.python.org/simple",
+        "verify_ssl": true
+      }
+    ]
+  },
+  "default": {
+    "annotated-types": {
+      "hashes": [
+        "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43",
+        "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"
+      ],
+      "markers": "python_version >= '3.8'",
+      "version": "==0.6.0"
+    },
+    "dnspython": {
+      "hashes": [
+        "sha256:57c6fbaaeaaf39c891292012060beb141791735dbb4004798328fc2c467402d8",
+        "sha256:8dcfae8c7460a2f84b4072e26f1c9f4101ca20c071649cb7c34e8b6a93d58984"
+      ],
+      "markers": "python_version >= '3.8' and python_version < '4.0'",
+      "version": "==2.4.2"
+    },
+    "email-validator": {
+      "hashes": [
+        "sha256:4496ecc949b51e42d1c9e6159d57cd04ef017af57d2e366ed7fd998f1bf8af69",
+        "sha256:5f511cca8856bb03251d6292ba59e7f98978aae13fa5823ddd8bf885c56a6260"
+      ],
+      "index": "pypi",
+      "markers": "python_version >= '3.7'",
+      "version": "==2.1.0"
+    },
+    "idna": {
+      "hashes": [
+        "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4",
+        "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"
+      ],
+      "markers": "python_version >= '3.5'",
+      "version": "==3.4"
+    },
+    "joblib": {
+      "hashes": [
+        "sha256:92f865e621e17784e7955080b6d042489e3b8e294949cc44c6eac304f59772b1",
+        "sha256:ef4331c65f239985f3f2220ecc87db222f08fd22097a3dd5698f693875f8cbb9"
+      ],
+      "markers": "python_version >= '3.7'",
+      "version": "==1.3.2"
+    },
+    "numpy": {
+      "hashes": [
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+        "sha256:1d1bd82d539607951cac963388534da3b7ea0e18b149a53cf883d8f699178c0f",
+        "sha256:1e11668d6f756ca5ef534b5be8653d16c5352cbb210a5c2a79ff288e937010d5",
+        "sha256:3649d566e2fc067597125428db15d60eb42a4e0897fc48d28cb75dc2e0454e53",
+        "sha256:59227c981d43425ca5e5c01094d59eb14e8772ce6975d4b2fc1e106a833d5ae2",
+        "sha256:6081aed64714a18c72b168a9276095ef9155dd7888b9e74b5987808f0dd0a974",
+        "sha256:6965888d65d2848e8768824ca8288db0a81263c1efccec881cb35a0d805fcd2f",
+        "sha256:76ff661a867d9272cd2a99eed002470f46dbe0943a5ffd140f49be84f68ffc42",
+        "sha256:78ca54b2f9daffa5f323f34cdf21e1d9779a54073f0018a3094ab907938331a2",
+        "sha256:82e871307a6331b5f09efda3c22e03c095d957f04bf6bc1804f30048d0e5e7af",
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+        "sha256:a03fb25610ef560a6201ff06df4f8105292ba56e7cdd196ea350d123fc32e24e",
+        "sha256:a5b411040beead47a228bde3b2241100454a6abde9df139ed087bd73fc0a4908",
+        "sha256:af22f3d8e228d84d1c0c44c1fbdeb80f97a15a0abe4f080960393a00db733b66",
+        "sha256:afd5ced4e5a96dac6725daeb5242a35494243f2239244fad10a90ce58b071d24",
+        "sha256:b9d45d1dbb9de84894cc50efece5b09939752a2d75aab3a8b0cef6f3a35ecd6b",
+        "sha256:bb894accfd16b867d8643fc2ba6c8617c78ba2828051e9a69511644ce86ce83e",
+        "sha256:c8c6c72d4a9f831f328efb1312642a1cafafaa88981d9ab76368d50d07d93cbe",
+        "sha256:cd7837b2b734ca72959a1caf3309457a318c934abef7a43a14bb984e574bbb9a",
+        "sha256:cdd9ec98f0063d93baeb01aad472a1a0840dee302842a2746a7a8e92968f9575",
+        "sha256:d1cfc92db6af1fd37a7bb58e55c8383b4aa1ba23d012bdbba26b4bcca45ac297",
+        "sha256:d1d2c6b7dd618c41e202c59c1413ef9b2c8e8a15f5039e344af64195459e3104",
+        "sha256:d2984cb6caaf05294b8466966627e80bf6c7afd273279077679cb010acb0e5ab",
+        "sha256:d58e8c51a7cf43090d124d5073bc29ab2755822181fcad978b12e144e5e5a4b3",
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+        "sha256:e509cbc488c735b43b5ffea175235cec24bbc57b227ef1acc691725beb230d1c"
+      ],
+      "index": "pypi",
+      "markers": "python_version < '3.13' and python_version >= '3.9'",
+      "version": "==1.26.1"
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+    "pydantic": {
+      "hashes": [
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+      "index": "pypi",
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+      "version": "==2.4.2"
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+}
diff --git a/Pipfile.lock.license b/Pipfile.lock.license
new file mode 100644
index 0000000..e64ca02
--- /dev/null
+++ b/Pipfile.lock.license
@@ -0,0 +1,2 @@
+SPDX-License-Identifier: CC-BY-4.0
+SPDX-FileCopyrightText: 2023 Lucca Baumgärtner <lucca.baumgaertner@fau.de>