diff --git a/.github/workflows/integration.yml b/.github/workflows/integration.yml
index 575fdc75..860886e8 100644
--- a/.github/workflows/integration.yml
+++ b/.github/workflows/integration.yml
@@ -10,7 +10,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.8' '3.9', '3.10']
+        python-version: ['3.8' '3.9', '3.10', '3.11']
         os: [ubuntu-latest, macos-latest, windows-latest]
     steps:
     - uses: actions/checkout@v1
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 8651ec68..967c1b2a 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -13,7 +13,7 @@ jobs:
     - name: Set up Python 3.9
       uses: actions/setup-python@v2
       with:
-        python-version: 3.8
+        python-version: 3.9
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
diff --git a/.github/workflows/minimum.yml b/.github/workflows/minimum.yml
index d59a17e7..9cd5f9d8 100644
--- a/.github/workflows/minimum.yml
+++ b/.github/workflows/minimum.yml
@@ -10,7 +10,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.8', '3.9', '3.10']
+        python-version: ['3.8', '3.9', '3.10', '3.11']
         os: [ubuntu-latest, macos-latest, windows-latest]
     steps:
     - uses: actions/checkout@v1
@@ -18,12 +18,12 @@ jobs:
       uses: actions/setup-python@v2
       with:
         python-version: ${{ matrix.python-version }}
-    - if: matrix.os == 'windows-latest' && matrix.python-version != 3.10
+    - if: matrix.os == 'windows-latest' && matrix.python-version < 3.10
       name: Install dependencies - Windows
       run: |
           python -m pip install --upgrade pip
           python -m pip install 'torch==1.8' -f https://download.pytorch.org/whl/cpu/torch/
-    - if: matrix.os == 'windows-latest' && matrix.python-version == 3.10
+    - if: matrix.os == 'windows-latest' && matrix.python-version >= 3.10
       name: Install dependencies - Windows
       run: |
           python -m pip install --upgrade pip
diff --git a/.github/workflows/readme.yml b/.github/workflows/readme.yml
index 5a0d0c54..b3a44130 100644
--- a/.github/workflows/readme.yml
+++ b/.github/workflows/readme.yml
@@ -10,7 +10,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.8', '3.9', '3.10']
+        python-version: ['3.8', '3.9', '3.10', '3.11']
         os: [ubuntu-latest, macos-latest]  # skip windows bc rundoc fails
     steps:
     - uses: actions/checkout@v1
diff --git a/.github/workflows/unit.yml b/.github/workflows/unit.yml
index 166dd34a..41bbcbe6 100644
--- a/.github/workflows/unit.yml
+++ b/.github/workflows/unit.yml
@@ -10,7 +10,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.8', '3.9', '3.10']
+        python-version: ['3.8', '3.9', '3.10', '3.11']
         os: [ubuntu-latest, macos-latest, windows-latest]
     steps:
     - uses: actions/checkout@v1
diff --git a/setup.py b/setup.py
index 013f770a..5bb0ccc5 100644
--- a/setup.py
+++ b/setup.py
@@ -89,6 +89,7 @@
         'Programming Language :: Python :: 3.8',
         'Programming Language :: Python :: 3.9',
         'Programming Language :: Python :: 3.10',
+        'Programming Language :: Python :: 3.11',
         'Topic :: Scientific/Engineering :: Artificial Intelligence',
     ],
     description='Create tabular synthetic data using a conditional GAN',