Update main with changes on dev

.github/workflows/apo_sim.yml

@@ -17,7 +17,8 @@ jobs:
     strategy:
       matrix:
         script: [
-          'scripts/irm/irm_apo_coverage.py',
+          'scripts/irm/apo.py',
+          'scripts/irm/apos.py',
         ]
 
     steps:
@@ -47,28 +48,37 @@ jobs:
       with:
         ref: ${{ env.TARGET_BRANCH }}
 
+    - name: Install uv
+      uses: astral-sh/setup-uv@v5
+      with:
+        version: "0.7.8"
+
     - name: Set up Python
       uses: actions/setup-python@v5
       with:
-        python-version: '3.12'
+        python-version-file: "monte-cover/pyproject.toml"
 
-    - name: Install dependencies
+    - name: Install Monte-Cover
       run: |
-        python -m pip install --upgrade pip
-        pip install -r requirements.txt
+        cd monte-cover
+        uv venv
+        uv sync
 
     - name: Install DoubleML from correct branch
       run: |
-        pip uninstall -y doubleml
-        pip install "doubleml @ git+https://github.com/DoubleML/doubleml-for-py@${{ env.DML_BRANCH }}"
+        source monte-cover/.venv/bin/activate
+        uv pip uninstall doubleml
+        uv pip install "doubleml @ git+https://github.com/DoubleML/doubleml-for-py@${{ env.DML_BRANCH }}"
 
     - name: Set up Git configuration
       run: |
         git config --global user.name 'github-actions'
         git config --global user.email 'github-actions@github.com'
 
     - name: Run scripts
-      run: python ${{ matrix.script }}
+      run: |
+        source monte-cover/.venv/bin/activate
+        uv run ${{ matrix.script }}
 
     - name: Commit any existing changes
       run: |
@@ -86,4 +96,4 @@ jobs:
         git pull --rebase origin ${{ env.TARGET_BRANCH }}
         git push origin ${{ env.TARGET_BRANCH }}
       env:
-        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/did_sim.yml

@@ -20,6 +20,7 @@ jobs:
           'scripts/did/did_pa_atte_coverage.py',
           'scripts/did/did_cs_atte_coverage.py',
           'scripts/did/did_pa_multi.py',
+          'scripts/did/did_cs_multi.py',
         ]
 
     steps:
@@ -52,7 +53,7 @@ jobs:
     - name: Install uv
       uses: astral-sh/setup-uv@v5
       with:
-        version: "0.6.11"
+        version: "0.7.8"
 
     - name: Set up Python
       uses: actions/setup-python@v5

.github/workflows/iivm_sim.yml

@@ -17,7 +17,7 @@ jobs:
     strategy:
       matrix:
         script: [
-          'scripts/irm/iivm_late_coverage.py',
+          'scripts/irm/iivm_late.py',
         ]
 
     steps:
@@ -47,28 +47,37 @@ jobs:
       with:
         ref: ${{ env.TARGET_BRANCH }}
 
+    - name: Install uv
+      uses: astral-sh/setup-uv@v5
+      with:
+        version: "0.7.8"
+
     - name: Set up Python
       uses: actions/setup-python@v5
       with:
-        python-version: '3.12'
+        python-version-file: "monte-cover/pyproject.toml"
 
-    - name: Install dependencies
+    - name: Install Monte-Cover
       run: |
-        python -m pip install --upgrade pip
-        pip install -r requirements.txt
+        cd monte-cover
+        uv venv
+        uv sync
 
     - name: Install DoubleML from correct branch
       run: |
-        pip uninstall -y doubleml
-        pip install "doubleml @ git+https://github.com/DoubleML/doubleml-for-py@${{ env.DML_BRANCH }}"
+        source monte-cover/.venv/bin/activate
+        uv pip uninstall doubleml
+        uv pip install "doubleml @ git+https://github.com/DoubleML/doubleml-for-py@${{ env.DML_BRANCH }}"
 
     - name: Set up Git configuration
       run: |
         git config --global user.name 'github-actions'
         git config --global user.email 'github-actions@github.com'
 
     - name: Run scripts
-      run: python ${{ matrix.script }}
+      run: |
+        source monte-cover/.venv/bin/activate
+        uv run ${{ matrix.script }}
 
     - name: Commit any existing changes
       run: |
@@ -86,4 +95,4 @@ jobs:
         git pull --rebase origin ${{ env.TARGET_BRANCH }}
         git push origin ${{ env.TARGET_BRANCH }}
       env:
-        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/irm_sim.yml

@@ -17,10 +17,10 @@ jobs:
     strategy:
       matrix:
         script: [
-          'scripts/irm/irm_ate_coverage.py',
-          'scripts/irm/irm_atte_coverage.py',
-          'scripts/irm/irm_cate_coverage.py',
-          'scripts/irm/irm_gate_coverage.py',
+          'scripts/irm/irm_ate.py',
+          'scripts/irm/irm_atte.py',
+          'scripts/irm/irm_cate.py',
+          'scripts/irm/irm_gate.py',
           'scripts/irm/irm_ate_sensitivity.py',
           'scripts/irm/irm_atte_sensitivity.py',
         ]
@@ -52,28 +52,37 @@ jobs:
       with:
         ref: ${{ env.TARGET_BRANCH }}
 
+    - name: Install uv
+      uses: astral-sh/setup-uv@v5
+      with:
+        version: "0.7.8"
+
     - name: Set up Python
       uses: actions/setup-python@v5
       with:
-        python-version: '3.12'
+        python-version-file: "monte-cover/pyproject.toml"
 
-    - name: Install dependencies
+    - name: Install Monte-Cover
       run: |
-        python -m pip install --upgrade pip
-        pip install -r requirements.txt
+        cd monte-cover
+        uv venv
+        uv sync
 
     - name: Install DoubleML from correct branch
       run: |
-        pip uninstall -y doubleml
-        pip install "doubleml @ git+https://github.com/DoubleML/doubleml-for-py@${{ env.DML_BRANCH }}"
+        source monte-cover/.venv/bin/activate
+        uv pip uninstall doubleml
+        uv pip install "doubleml @ git+https://github.com/DoubleML/doubleml-for-py@${{ env.DML_BRANCH }}"
 
     - name: Set up Git configuration
       run: |
         git config --global user.name 'github-actions'
         git config --global user.email 'github-actions@github.com'
 
     - name: Run scripts
-      run: python ${{ matrix.script }}
+      run: |
+        source monte-cover/.venv/bin/activate
+        uv run ${{ matrix.script }}
 
     - name: Commit any existing changes
       run: |
@@ -91,4 +100,4 @@ jobs:
         git pull --rebase origin ${{ env.TARGET_BRANCH }}
         git push origin ${{ env.TARGET_BRANCH }}
       env:
-        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/pliv_sim.yml

@@ -17,7 +17,7 @@ jobs:
     strategy:
       matrix:
         script: [
-          'scripts/plm/pliv_late_coverage.py',
+          'scripts/plm/pliv_late.py',
         ]
 
     steps:
@@ -47,28 +47,37 @@ jobs:
       with:
         ref: ${{ env.TARGET_BRANCH }}
 
+    - name: Install uv
+      uses: astral-sh/setup-uv@v5
+      with:
+        version: "0.7.8"
+
     - name: Set up Python
       uses: actions/setup-python@v5
       with:
-        python-version: '3.12'
+        python-version-file: "monte-cover/pyproject.toml"
 
-    - name: Install dependencies
+    - name: Install Monte-Cover
       run: |
-        python -m pip install --upgrade pip
-        pip install -r requirements.txt
-
+        cd monte-cover
+        uv venv
+        uv sync
+
     - name: Install DoubleML from correct branch
       run: |
-        pip uninstall -y doubleml
-        pip install "doubleml @ git+https://github.com/DoubleML/doubleml-for-py@${{ env.DML_BRANCH }}"
+        source monte-cover/.venv/bin/activate
+        uv pip uninstall doubleml
+        uv pip install "doubleml @ git+https://github.com/DoubleML/doubleml-for-py@${{ env.DML_BRANCH }}"
 
     - name: Set up Git configuration
       run: |
         git config --global user.name 'github-actions'
         git config --global user.email 'github-actions@github.com'
 
     - name: Run scripts
-      run: python ${{ matrix.script }}
+      run: |
+        source monte-cover/.venv/bin/activate
+        uv run ${{ matrix.script }}
 
     - name: Commit any existing changes
       run: |
@@ -86,4 +95,4 @@ jobs:
         git pull --rebase origin ${{ env.TARGET_BRANCH }}
         git push origin ${{ env.TARGET_BRANCH }}
       env:
-        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/plr_sim.yml

@@ -17,10 +17,10 @@ jobs:
     strategy:
       matrix:
         script: [
-          'scripts/plm/plr_ate_coverage.py',
+          'scripts/plm/plr_ate.py',
           'scripts/plm/plr_ate_sensitivity.py',
-          'scripts/plm/plr_cate_coverage.py',
-          'scripts/plm/plr_gate_coverage.py',
+          'scripts/plm/plr_cate.py',
+          'scripts/plm/plr_gate.py',
         ]
 
     steps:
@@ -53,8 +53,8 @@ jobs:
     - name: Install uv
       uses: astral-sh/setup-uv@v5
       with:
-        version: "0.6.11"
-  
+        version: "0.7.8"
+
     - name: Set up Python
       uses: actions/setup-python@v5
       with:
@@ -98,4 +98,4 @@ jobs:
         git pull --rebase origin ${{ env.TARGET_BRANCH }}
         git push origin ${{ env.TARGET_BRANCH }}
       env:
-        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/quant_sim.yml

@@ -17,9 +17,9 @@ jobs:
     strategy:
       matrix:
         script: [
-          'scripts/irm/cvar_coverage.py',
-          'scripts/irm/pq_coverage.py',
-          'scripts/irm/lpq_coverage.py',
+          'scripts/irm/cvar.py',
+          'scripts/irm/pq.py',
+          'scripts/irm/lpq.py',
         ]
 
     steps:
@@ -49,28 +49,37 @@ jobs:
       with:
         ref: ${{ env.TARGET_BRANCH }}
 
+    - name: Install uv
+      uses: astral-sh/setup-uv@v5
+      with:
+        version: "0.7.8"
+
     - name: Set up Python
       uses: actions/setup-python@v5
       with:
-        python-version: '3.12'
+        python-version-file: "monte-cover/pyproject.toml"
 
-    - name: Install dependencies
+    - name: Install Monte-Cover
       run: |
-        python -m pip install --upgrade pip
-        pip install -r requirements.txt
+        cd monte-cover
+        uv venv
+        uv sync
 
     - name: Install DoubleML from correct branch
       run: |
-        pip uninstall -y doubleml
-        pip install "doubleml @ git+https://github.com/DoubleML/doubleml-for-py@${{ env.DML_BRANCH }}"
+        source monte-cover/.venv/bin/activate
+        uv pip uninstall doubleml
+        uv pip install "doubleml @ git+https://github.com/DoubleML/doubleml-for-py@${{ env.DML_BRANCH }}"
 
     - name: Set up Git configuration
       run: |
         git config --global user.name 'github-actions'
         git config --global user.email 'github-actions@github.com'
 
     - name: Run scripts
-      run: python ${{ matrix.script }}
+      run: |
+        source monte-cover/.venv/bin/activate
+        uv run ${{ matrix.script }}
 
     - name: Commit any existing changes
       run: |
@@ -88,4 +97,4 @@ jobs:
         git pull --rebase origin ${{ env.TARGET_BRANCH }}
         git push origin ${{ env.TARGET_BRANCH }}
       env:
-        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}