diff --git a/.github/workflows/execute_notebook.yaml b/.github/workflows/execute_notebook.yaml
index 77c736d..92c201f 100644
--- a/.github/workflows/execute_notebook.yaml
+++ b/.github/workflows/execute_notebook.yaml
@@ -40,6 +40,9 @@ jobs:
         pip install lxml_html_clean
         pip install -r requirements.txt
         pip install mosek
+    - name: Update version in setup.py
+      run: >-
+        sed -i "s/{{VERSION_PLACEHOLDER}}/0.0.0/g" setup.py
     - name: Install PEPit
       run: |
         pip install -e .
diff --git a/.github/workflows/pypi_release.yaml b/.github/workflows/pypi_release.yaml
new file mode 100644
index 0000000..922f7c8
--- /dev/null
+++ b/.github/workflows/pypi_release.yaml
@@ -0,0 +1,34 @@
+name: Publish Python 🐍 distributions 📦 to PyPI
+
+on:
+  push:
+    tags:
+     - '*'
+
+jobs:
+  build-n-publish:
+    name: Build and publish Python 🐍 distributions 📦 to PyPI
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@master
+    - name: Set up Python 3.10
+      uses: actions/setup-python@v3
+      with:
+        python-version: '3.10'
+    - name: Install pypa/setuptools
+      run: >-
+        python -m
+        pip install wheel
+    - name: Extract tag name
+      id: tag
+      run: echo ::set-output name=TAG_NAME::$(echo $GITHUB_REF | cut -d / -f 3)
+    - name: Update version in setup.py
+      run: >-
+        sed -i "s/{{VERSION_PLACEHOLDER}}/${{ steps.tag.outputs.TAG_NAME }}/g" setup.py
+    - name: Build a binary wheel
+      run: >-
+        python setup.py sdist bdist_wheel
+    - name: Publish distribution 📦 to PyPI
+      uses: pypa/gh-action-pypi-publish@master
+      with:
+        password: ${{ secrets.PYPI_API_TOKEN }}
diff --git a/.github/workflows/tests.yaml b/.github/workflows/tests.yaml
index c955fc3..caa3ee2 100644
--- a/.github/workflows/tests.yaml
+++ b/.github/workflows/tests.yaml
@@ -40,6 +40,9 @@ jobs:
         python -m pip install --upgrade pip
         pip install -r requirements.txt
         pip install coverage
+    - name: Update version in setup.py
+      run: >-
+        sed -i "s/{{VERSION_PLACEHOLDER}}/0.0.0/g" setup.py
     - name: Install PEPit
       run: |
         pip install -e .
@@ -75,6 +78,9 @@ jobs:
         python -m pip install --upgrade pip
         pip install -r requirements.txt
         pip install coverage
+    - name: Update version in setup.py
+      run: >-
+        sed -i "s/{{VERSION_PLACEHOLDER}}/0.0.0/g" setup.py
     - name: Install PEPit
       run: |
         pip install -e .
@@ -105,6 +111,9 @@ jobs:
         python -m pip install --upgrade pip
         pip install -r requirements.txt
         pip install coverage
+    - name: Update version in setup.py
+      run: >-
+        sed -i "s/{{VERSION_PLACEHOLDER}}/0.0.0/g" setup.py
     - name: Install PEPit
       run: |
         pip install -e .
diff --git a/setup.py b/setup.py
index 4b25329..9c3d64f 100644
--- a/setup.py
+++ b/setup.py
@@ -3,7 +3,7 @@
 with open("README.md", "r", encoding="utf-8") as fh:
     long_description = fh.read()
 
-version = "0.3.3"
+version = "{{VERSION_PLACEHOLDER}}"
 
 setuptools.setup(
     name="PEPit",