diff --git a/.github/workflows/pythonpublish.yml b/.github/workflows/pythonpublish.yml
index 2468bf4..0d7ad59 100644
--- a/.github/workflows/pythonpublish.yml
+++ b/.github/workflows/pythonpublish.yml
@@ -1,8 +1,9 @@
-name: Upload Python Package
+name: Deploy and release
 
 on:
-  release:
-    types: [created]
+  push:
+    tags:
+    - 'v*' # Push events to matching v*, i.e. v1.0, v20.15.10
 
 jobs:
   deploy:
@@ -13,16 +14,50 @@ jobs:
       uses: actions/setup-python@v1
       with:
         python-version: '3.x'
+    - name: Get the version (git tag)
+      id: get_version
+      run: |
+        echo ${GITHUB_REF/refs\/tags\/v/}
+        echo ::set-output name=VERSION::${GITHUB_REF/refs\/tags\/v/}
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
         pip install setuptools wheel
-    - name: Build and publish
+    - name: Build
       run: |
         python setup.py sdist bdist_wheel
+    - name: Create Release
+      id: create_release
+      uses: actions/create-release@v1.0.0
+      env:
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      with:
+        tag_name: ${{ github.ref }}
+        release_name: Release ${{ github.ref }}
+        draft: false
+        prerelease: false
+    - name: Upload Release Asset (Wheel)
+      id: upload-release-asset-whl
+      uses: actions/upload-release-asset@v1.0.1
+      env:
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      with:
+        upload_url: ${{ steps.create_release.outputs.upload_url }}
+        asset_path: ./dist/asreview_hyperopt-${{ steps.get_version.outputs.VERSION }}-py3-none-any.whl
+        asset_name: asreview_hyperopt-${{ steps.get_version.outputs.VERSION }}-py3-none-any.whl
+        asset_content_type: application/x-wheel+zip
+    - name: Upload Release Asset (Sdist)
+      id: upload-release-asset-sdist
+      uses: actions/upload-release-asset@v1.0.1
+      env:
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      with:
+        upload_url: ${{ steps.create_release.outputs.upload_url }}
+        asset_path: ./dist/asreview-hyperopt-${{ steps.get_version.outputs.VERSION }}.tar.gz
+        asset_name: asreview-hyperopt-${{ steps.get_version.outputs.VERSION }}.tar.gz
+        asset_content_type: application/zip
     - name: Publish package
-      if: github.event_name == 'push' && startsWith(github.event.ref, 'refs/tags')
       uses: pypa/gh-action-pypi-publish@master
       with:
         user: __token__
-        password: ${{ secrets.pypi_password }}
+        password: ${{ secrets.pypi_password }}
\ No newline at end of file
diff --git a/asreviewcontrib/hyperopt/__init__.py b/asreviewcontrib/hyperopt/__init__.py
index c552941..3559f53 100644
--- a/asreviewcontrib/hyperopt/__init__.py
+++ b/asreviewcontrib/hyperopt/__init__.py
@@ -17,5 +17,5 @@
 from asreviewcontrib.hyperopt.inactive import HyperInactiveEntryPoint
 from asreviewcontrib.hyperopt.show_trials import ShowTrialsEntryPoint
 
-__version__ = "0.1"
+__version__ = "0.1.1"
 __extension_name__ = "asreview-hyperopt"