diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 0000000..40bc37b
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,23 @@
+name: test
+
+on: [push, pull_request]
+
+jobs:
+  test:
+    strategy:
+      matrix:
+        os: [ubuntu-latest, windows-latest, macos-latest]
+        version: ["3.10", "3.11"]
+    runs-on: ${{matrix.os}}
+    defaults:
+      run:
+        working-directory: ${{github.workspace}}
+    steps:
+    - uses: actions/checkout@v3
+    - uses: actions/setup-python@v4
+      with:
+        python-version: ${{matrix.version}}
+    - run: python -m pip install --upgrade pip build
+    - run: python -m build .
+    - run: python -m pip install '.[tests]'
+    - run: pytest test/
diff --git a/.gitignore b/.gitignore
index af19c75..d44860e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -127,15 +127,9 @@ dmypy.json
 
 # Pyre type checker
 .pyre/
-docs/.DS_Store
-notebooks/.DS_Store
-src/spotRiver/data/.DS_Store
-src/spotRiver/.DS_Store
-src/spotRiver/fun/.DS_Store
-test/.DS_Store
-src/.DS_Store
-spotRiver.code-workspace
 .DS_Store
+spotRiver.code-workspace
 notebooks/data/opm_2001-2020.csv
 notebooks/opm.csv
 notebooks/opm_cat.csv
+src/spotRiver/_version.py
diff --git a/MANIFEST.in b/MANIFEST.in
deleted file mode 100644
index a00c089..0000000
--- a/MANIFEST.in
+++ /dev/null
@@ -1,4 +0,0 @@
-include src/spotRiver/data/*.rst
-include src/spotRiver/data/*.tar
-include src/spotRiver/data/*.c
-include src/spotRiver/data/*.csv
diff --git a/pyproject.toml b/pyproject.toml
index c8608e6..1a76846 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,15 +1,12 @@
 [build-system]
-requires = ["scipy",
-            "setuptools>=61.0",
-            "graphviz",
-            "numpy",
-            "scikit-learn",
-            "matplotlib"]
+requires = [
+  "setuptools>=61.0",
+  "setuptools_scm[toml]",
+]
 build-backend = "setuptools.build_meta"
 
 [project]
 name = "spotRiver"
-version = "0.0.10"
 authors = [
   { name="T. Bartz-Beielstein", email="tbb@bartzundbartz.de" }
 ]
@@ -21,19 +18,20 @@ classifiers = [
   "Programming Language :: Python :: 3.11",
   "Operating System :: OS Independent",
 ]
-# PEP 621 dependencies declaration
-# adapt to your dependencies manager
 dependencies = [
-  "mkdocstrings-python"
+  "numpy",
+  "river >= 0.15.0",
+  "pytest [tests]",
+  "spotPython [docs] >= 0.0.2",
 ]
+dynamic=["version"]
 
 [project.urls]
 "Homepage" = "https://www.spotseven.de"
+Issues = "https://github.com/sequential-parameter-optimization/spotRiver/issues"
+Repository = "https://github.com/sequential-parameter-optimization/spotRiver"
 
 [tool.setuptools]
-# ...
-# By default, include-package-data is true in pyproject.toml, so you do
-# NOT have to specify this line.
 include-package-data = true
 
 [tool.setuptools.packages.find]
@@ -43,3 +41,10 @@ where = ["src"]
 line-length = 120
 target-version = ["py310"]
 
+[tool.setuptools_scm]
+write_to = "src/spotRiver/_version.py"
+
+[tool.pytest.ini_options]
+addopts = [
+    "--import-mode=importlib",
+]
diff --git a/src/spotRiver/__init__.py b/src/spotRiver/__init__.py
new file mode 100644
index 0000000..9ee1e88
--- /dev/null
+++ b/src/spotRiver/__init__.py
@@ -0,0 +1,4 @@
+try:
+    from ._version import __version__
+except ModuleNotFoundError:
+    __version__ = "0.0.0dev"
diff --git a/src/spotRiver/data/synth/.DS_Store b/src/spotRiver/data/synth/.DS_Store
deleted file mode 100644
index a292f56..0000000
Binary files a/src/spotRiver/data/synth/.DS_Store and /dev/null differ
diff --git a/src/spotRiver/fun/__init__.py b/src/spotRiver/fun/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/src/spotRiver/utils/__init__.py b/src/spotRiver/utils/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/test/test_features.py b/test/test_features.py
index ef15fc4..546b048 100644
--- a/test/test_features.py
+++ b/test/test_features.py
@@ -1,5 +1,5 @@
 from spotRiver import data
-from spotPython.utils.features import get_hour_distances, get_month_distances, get_ordinal_date, get_weekday_distances
+from spotRiver.utils.features import get_hour_distances, get_month_distances, get_ordinal_date, get_weekday_distances
 
 
 def test_features():
@@ -13,4 +13,4 @@ def test_features():
         assert(get_hour_distances(x)["0"] == 1.0)
         assert(get_weekday_distances(x)["Saturday"] == 1.0)
         assert(get_month_distances(x)["January"] == 1.0)
-        break
\ No newline at end of file
+        break