diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 04a938a..407291f 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -14,9 +14,9 @@ jobs:
   linting:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v3
     - name: Set up Python 3.9
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v4
       with:
         python-version: 3.9
     - name: Install tools
@@ -36,17 +36,17 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ['3.7', '3.8', '3.9', '3.10']
+        python-version: ['3.8', '3.9', '3.10', '3.11']
 
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v3
       with:
         fetch-depth: 0
     - name: Create LFS file list
       run: |
         git lfs ls-files -l | cut -d' ' -f1 | sort > .lfs-assets-id
     - name: Restore LFS cache
-      uses: actions/cache@v2
+      uses: actions/cache@v3
       id: lfs-cache
       with:
         path: .git/lfs
@@ -57,7 +57,7 @@ jobs:
       run: |
         git lfs pull
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v4
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies
@@ -74,14 +74,14 @@ jobs:
     needs: test
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v3
       with:
         fetch-depth: 0
     - name: Create LFS file list
       run: |
         git lfs ls-files -l | cut -d' ' -f1 | sort > .lfs-assets-id
     - name: Restore LFS cache
-      uses: actions/cache@v2
+      uses: actions/cache@v3
       id: lfs-cache
       with:
         path: .git/lfs
@@ -92,7 +92,7 @@ jobs:
       run: |
         git lfs pull
     - name: Set up Python 3.9
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v4
       with:
         python-version: 3.9
     - name: Install dependencies
@@ -140,7 +140,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Set up Python 3.9
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v4
         with:
           python-version: 3.9
       - name: Install dependencies