cache python setup step

.github/workflows/analysis.yml

@@ -13,19 +13,17 @@ jobs:
       algorithms: ${{ steps.algorithms.outputs.algorithms }}
     steps:
       - uses: actions/checkout@v4
+      - name: Cache dependencies
+        uses: actions/[email protected]
+        id: cache
+        with:
+          path: ${{ runner.tool_cache }}/Python/3.11
+          key: ${{ runner.tool_cache }}/Python/$3.11/${{ runner.arch }}-${{ hashFiles('requirements.txt') }}
       - name: Set up Python
         id: setup_python
         uses: actions/setup-python@v5
         with:
           python-version: "3.11"
-          cache: 'pip'
-      - name: Cache pip
-        uses: actions/cache@v3
-        id: pip-cache
-        with:
-          key: ${{ env.pythonLocation }}-pip-${{ hashFiles('**/requirements.txt') }}
-          path: ${{ env.pythonLocation }}
-        if: steps.python-cache.outputs.cache-hit != 'true'
 
       - name: Install dependencies
         run: |
@@ -55,18 +53,15 @@ jobs:
         SNR: [10, 30, 50, 100, 200]
     steps:
       - uses: actions/checkout@v4
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: "3.11"
-          cache: 'pip'
-      - name: Cache pip
-        id: python-cache
-        uses: actions/cache@v3
+
+      - name: Restore python cache
+        uses: actions/[email protected]
+        id: restore_cache
         with:
-          key: ${{ env.pythonLocation }}-pip-${{ hashFiles('**/requirements.txt') }}
-          path: ${{ env.pythonLocation }}
-        if: steps.python-cache.outputs.cache-hit != 'true'
+          path: ${{ runner.tool_cache }}/Python/3.11
+          key: ${{ runner.tool_cache }}/Python/$3.11/${{ runner.arch }}-${{ hashFiles('requirements.txt') }}
+          restore-keys: |
+          ${{ runner.tool_cache }}/Python/$3.11/${{ runner.arch }}-
 
       - name: Generate fitting data
         run: |