diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 0c7a49825..b7be6ccc3 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -90,261 +90,6 @@ jobs:
           name: asm_${{ matrix.name }}
           path: bld/asm/
 
-  vis:
-    runs-on: ubuntu-20.04
-    steps:
-      - name: Check out repo
-        uses: actions/checkout@v4
-        with:
-          ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id || github.sha }}
-      - uses: actions/setup-node@v4
-        with:
-          node-version: '18.x'
-      - name: Build vis
-        run: |
-          cd shared/vis
-          npm install
-          npm run build-prod
-      - name: Publish interpret-inline.js library
-        uses: actions/upload-artifact@v4
-        with:
-          name: vis
-          path: shared/vis/dist
-
-  npm:
-    needs: [bdist]  # bdist is not needed but slow this step down
-    runs-on: ubuntu-20.04
-    steps:
-      - name: Check out repo
-        uses: actions/checkout@v4
-        with:
-          ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id || github.sha }}
-      - uses: actions/setup-node@v4
-        with:
-          node-version: '18.x'
-      - name: Build npm package
-        run: |
-          cd shared/vis
-          npm install
-          npm run build-prod
-          npm pack
-          mkdir pkg
-          cp *.tgz pkg/
-      - name: Publish npm package
-        uses: actions/upload-artifact@v4
-        with:
-          name: npm
-          path: shared/vis/pkg
-
-  R:
-    needs: [bdist]  # bdist is not needed but slow this step down
-    runs-on: ubuntu-20.04
-    steps:
-      - name: Check out repo
-        uses: actions/checkout@v4
-        with:
-          ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id || github.sha }}
-      - name: Build R package
-        run: |
-          cd R
-          sudo apt --yes update
-          sudo apt --yes install texlive-latex-base texlive-fonts-extra
-          Rscript build.R
-      - name: Display errors
-        if: failure()
-        run: cat bld/tmp/R/interpret.Rcheck/00install.out
-      - name: Publish R package
-        uses: actions/upload-artifact@v4
-        with:
-          name: R
-          path: bld/R
-
-  sdist:
-    runs-on: ubuntu-20.04
-    steps:
-      - name: Check out repo
-        uses: actions/checkout@v4
-        with:
-          ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id || github.sha }}
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: "3.9"
-      - name: Build sdist package
-        run: |
-          python -m pip install --upgrade pip setuptools wheel
-          cd python/interpret-core
-          python setup.py sdist -d ../../bld/sdist
-          cd ../interpret
-          python setup.py sdist -d ../../bld/sdist
-      - name: Publish sdist package
-        uses: actions/upload-artifact@v4
-        with:
-          name: sdist
-          path: bld/sdist
-
-  docs:
-    runs-on: ubuntu-20.04
-    needs: [sdist]
-    permissions:
-      checks: write
-    steps:
-      - name: Check out repo
-        uses: actions/checkout@v4
-        with:
-          ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id || github.sha }}
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: "3.9"
-      - name: Download sdist artifact
-        uses: actions/download-artifact@v4
-        with:
-          name: sdist
-          path: bld/sdist
-      - name: Build docs
-        id: build_docs
-        continue-on-error: true
-        run: |
-          python -m pip install --upgrade pip setuptools wheel
-          install_file=$(echo bld/sdist/interpret_core-*.tar.gz)
-          install_file=$(basename "$install_file" .tar.gz)
-          python -m pip install "bld/sdist/$install_file.tar.gz[debug,notebook,plotly,lime,sensitivity,shap,linear,treeinterpreter,aplr,dash,skoperules,testing]"
-          cd "docs/"
-          pip install -r requirements.txt
-          /bin/sh ./build.sh
-      - name: Mark step with a warning
-        if: ${{ steps.build_docs.outcome == 'failure' }}
-        uses: actions/github-script@v6
-        with:
-          script: |
-            github.rest.checks.create({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              name: 'Failed building docs',
-              head_sha: context.sha,
-              status: 'completed',
-              conclusion: 'neutral'
-            })
-      - name: Publish docs
-        uses: actions/upload-artifact@v4
-        with:
-          name: docs
-          path: docs/interpret/_build/html/
-
-  bdist:
-    runs-on: ubuntu-20.04
-    needs: [bld, vis]
-    steps:
-      - name: Check out repo
-        uses: actions/checkout@v4
-        with:
-          ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id || github.sha }}
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: "3.9"
-      - name: Download libebm artifacts
-        uses: actions/download-artifact@v4
-        with:
-          pattern: libebm_*
-          merge-multiple: true
-          path: python/interpret-core/interpret/root/bld/lib/
-      - name: Download vis artifact
-        uses: actions/download-artifact@v4
-        with:
-          name: vis
-          path: python/interpret-core/interpret/root/bld/lib/
-      - name: Build bdist package
-        run: |
-          python -m pip install --upgrade pip setuptools wheel
-          cd python/interpret-core
-          python setup.py bdist_wheel -d ../../bld/bdist
-          cd ../interpret
-          python setup.py bdist_wheel -d ../../bld/bdist
-      - name: Publish bdist package
-        uses: actions/upload-artifact@v4
-        with:
-          name: bdist
-          path: bld/bdist
-
-  powerlift:
-    needs: [bdist]  # bdist is not needed but slow this step down
-    runs-on: ubuntu-20.04
-    steps:
-      - name: Check out repo
-        uses: actions/checkout@v4
-        with:
-          ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id || github.sha }}
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: "3.9"
-      - name: Build powerlift package
-        run: |
-          python -m pip install --upgrade pip setuptools wheel
-          cd python/powerlift
-          python setup.py bdist_wheel -d ../../bld/powerlift
-      - name: Publish powerlift package
-        uses: actions/upload-artifact@v4
-        with:
-          name: powerlift
-          path: bld/powerlift
-
-  test_powerlift:
-    needs: [powerlift]
-    strategy:
-      matrix:
-        include:
-          - name: linux_312_python
-            python_ver: "3.12"
-            image: ubuntu-latest
-          # - name: mac_312_python
-          #   python_ver: "3.12"
-          #   image: macos-latest
-          - name: win_312_python
-            python_ver: "3.12"
-            image: windows-latest
-    runs-on: ${{ matrix.image }}
-    steps:
-      - name: Check out repo
-        uses: actions/checkout@v4
-        with:
-          ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id || github.sha }}
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: ${{ matrix.python_ver }}
-      - name: Download powerlift artifact
-        uses: actions/download-artifact@v4
-        with:
-          name: powerlift
-          path: bld/powerlift
-      - name: pytest (non-win)
-        if: ${{ !startsWith(matrix.image, 'windows') }}
-        run: |
-          python -m pip install --upgrade pip setuptools wheel
-          install_file=$(echo bld/powerlift/powerlift-*.whl)
-          install_file=$(basename "$install_file" .whl)
-          python -m pip install "bld/powerlift/$install_file.whl[datasets,docker,postgres,mssql,aci,testing]"
-          mkdir -p "tmp/zqmr/t"
-          cp -R "python/powerlift/tests/" "tmp/zqmr/t/"
-          cd "tmp/zqmr/t"
-          python -m pytest -vv -n auto --cov=powerlift --cov-report=xml
-      - name: pytest (win)
-        if: ${{ startsWith(matrix.image, 'windows') }}
-        run: |
-          python -m pip install --upgrade pip setuptools wheel
-          $install_file = Get-ChildItem -Path "bld/powerlift" -Filter "powerlift-*.whl"
-          $install_file = $install_file.Name -replace '\.whl$', ''
-          $env:PATH += ';C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin'
-          python -m pip install "bld/powerlift/$install_file.whl[datasets,docker,postgres,mssql,aci,testing]"
-          New-Item -Path "tmp/zqmr/t" -ItemType Directory -Force
-          xcopy /E "python\powerlift\tests\*" "tmp\zqmr\t\"
-          cd "tmp/zqmr/t"
-          $env:PATH += ";$env:GeckoWebDriver"
-          python -m pytest -vv -n auto --cov=powerlift --cov-report=xml
-
   testC:
     needs: [bld]
     strategy:
@@ -400,274 +145,3 @@ jobs:
           $env:PATH += ';C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin'
           ./shared/libebm/tests/libebm_test.bat ${{ matrix.options }} ${{ matrix.existing }} ${{ matrix.scheduled }}
 
-  testS:
-    needs: [sdist]
-    strategy:
-      matrix:
-        include:
-          - name: linux_39_python
-            python_ver: "3.9"
-            image: ubuntu-latest
-          - name: linux_310_python
-            python_ver: "3.10"
-            image: ubuntu-latest
-          - name: linux_311_python
-            python_ver: "3.11"
-            image: ubuntu-latest
-          - name: linux_312_python
-            python_ver: "3.12"
-            image: ubuntu-latest
-          - name: mac_39_python
-            python_ver: "3.9"
-            image: macos-latest
-          - name: mac_310_python
-            python_ver: "3.10"
-            image: macos-latest
-          - name: mac_311_python
-            python_ver: "3.11"
-            image: macos-latest
-          - name: mac_312_python
-            python_ver: "3.12"
-            image: macos-latest
-          - name: win_39_python
-            python_ver: "3.9"
-            image: windows-latest
-          - name: win_310_python
-            python_ver: "3.10"
-            image: windows-latest
-          - name: win_311_python
-            python_ver: "3.11"
-            image: windows-latest
-          - name: win_312_python
-            python_ver: "3.12"
-            image: windows-latest
-    runs-on: ${{ matrix.image }}
-    steps:
-      - name: Check out repo
-        uses: actions/checkout@v4
-        with:
-          ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id || github.sha }}
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: ${{ matrix.python_ver }}
-      - name: Download sdist artifact
-        uses: actions/download-artifact@v4
-        with:
-          name: sdist
-          path: bld/sdist
-      - name: pytest (non-win)
-        if: ${{ !startsWith(matrix.image, 'windows') }}
-        run: |
-          python -m pip install --upgrade pip setuptools wheel
-          install_file=$(echo bld/sdist/interpret_core-*.tar.gz)
-          install_file=$(basename "$install_file" .tar.gz)
-          python -m pip install "bld/sdist/$install_file.tar.gz[debug,notebook,plotly,lime,sensitivity,shap,linear,treeinterpreter,aplr,dash,skoperules,testing]"
-          mkdir -p "tmp/zqmr/t"
-          tar -xzvf "bld/sdist/$install_file.tar.gz" -C "tmp/zqmr/t" "$install_file/tests"
-          cd "tmp/zqmr/t"
-          python -m pytest -vv -n auto --cov=interpret --cov-report=xml
-      - name: pytest (win)
-        if: ${{ startsWith(matrix.image, 'windows') }}
-        run: |
-          python -m pip install --upgrade pip setuptools wheel
-          $install_file = Get-ChildItem -Path "bld/sdist" -Filter "interpret_core-*.tar.gz"
-          $install_file = $install_file.Name -replace '\.tar\.gz$', ''
-          $env:PATH += ';C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin'
-          python -m pip install "bld/sdist/$install_file.tar.gz[debug,notebook,plotly,lime,sensitivity,shap,linear,treeinterpreter,aplr,dash,skoperules,testing]"
-          New-Item -Path "tmp/zqmr/t" -ItemType Directory -Force
-          tar -xzvf "bld/sdist/$install_file.tar.gz" -C "tmp/zqmr/t" "$install_file/tests"
-          cd "tmp/zqmr/t"
-          $env:PATH += ";$env:GeckoWebDriver"
-          python -m pytest -vv -n auto --cov=interpret --cov-report=xml
-      - name: Code coverage report
-        if: always()
-        uses: codecov/codecov-action@v4
-        with:
-          files: tmp/zqmr/t/coverage.xml
-          flags: sdist_${{ matrix.name }}
-          name: codecov_sdist_${{ matrix.name }}
-          token: ${{ secrets.CODECOV_TOKEN }}
-
-  testB:
-    needs: [bdist]
-    strategy:
-      matrix:
-        include:
-          - name: linux_39_python
-            python_ver: "3.9"
-            image: ubuntu-latest
-          - name: linux_310_python
-            python_ver: "3.10"
-            image: ubuntu-latest
-          - name: linux_311_python
-            python_ver: "3.11"
-            image: ubuntu-latest
-          - name: linux_312_python
-            python_ver: "3.12"
-            image: ubuntu-latest
-          - name: mac_39_python
-            python_ver: "3.9"
-            image: macos-latest
-          - name: mac_310_python
-            python_ver: "3.10"
-            image: macos-latest
-          - name: mac_311_python
-            python_ver: "3.11"
-            image: macos-latest
-          - name: mac_312_python
-            python_ver: "3.12"
-            image: macos-latest
-          - name: win_39_python
-            python_ver: "3.9"
-            image: windows-latest
-          - name: win_310_python
-            python_ver: "3.10"
-            image: windows-latest
-          - name: win_311_python
-            python_ver: "3.11"
-            image: windows-latest
-          - name: win_312_python
-            python_ver: "3.12"
-            image: windows-latest
-    runs-on: ${{ matrix.image }}
-    steps:
-      - name: Check out repo
-        uses: actions/checkout@v4
-        with:
-          ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id || github.sha }}
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: ${{ matrix.python_ver }}
-      - name: Download bdist artifact
-        uses: actions/download-artifact@v4
-        with:
-          name: bdist
-          path: bld/bdist
-      - name: pytest (non-win)
-        if: ${{ !startsWith(matrix.image, 'windows') }}
-        run: |
-          python -m pip install --upgrade pip setuptools wheel
-          install_file=$(echo bld/bdist/interpret_core-*.whl)
-          install_file=$(basename "$install_file" .whl)
-          python -m pip install "bld/bdist/$install_file.whl[debug,notebook,plotly,lime,sensitivity,shap,linear,treeinterpreter,aplr,dash,skoperules,testing]"
-          mkdir -p "tmp/zqmr/t"
-          cp -R "python/interpret-core/tests/" "tmp/zqmr/t/"
-          cd "tmp/zqmr/t"
-          python -m pytest -vv -n auto --cov=interpret --cov-report=xml
-      - name: pytest (win)
-        if: ${{ startsWith(matrix.image, 'windows') }}
-        run: |
-          python -m pip install --upgrade pip setuptools wheel
-          $install_file = Get-ChildItem -Path "bld/bdist" -Filter "interpret_core-*.whl"
-          $install_file = $install_file.Name -replace '\.whl$', ''
-          $env:PATH += ';C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin'
-          python -m pip install "bld/bdist/$install_file.whl[debug,notebook,plotly,lime,sensitivity,shap,linear,treeinterpreter,aplr,dash,skoperules,testing]"
-          New-Item -Path "tmp/zqmr/t" -ItemType Directory -Force
-          xcopy /E "python\interpret-core\tests\*" "tmp\zqmr\t\"
-          cd "tmp/zqmr/t"
-          $env:PATH += ";$env:GeckoWebDriver"
-          python -m pytest -vv -n auto --cov=interpret --cov-report=xml
-      - name: Code coverage report
-        if: always()
-        uses: codecov/codecov-action@v4
-        with:
-          files: tmp/zqmr/t/coverage.xml
-          flags: bdist_${{ matrix.name }}
-          name: codecov_bdist_${{ matrix.name }}
-          token: ${{ secrets.CODECOV_TOKEN }}
-
-  testR:
-    needs: [R]
-    strategy:
-      matrix:
-        include:
-          - name: linux
-            image: ubuntu-latest
-    runs-on: ${{ matrix.image }}
-    steps:
-      - name: Set up R
-        uses: r-lib/actions/setup-r@v2
-        with:
-          r-version: 'latest'
-      - name: Download R artifact
-        uses: actions/download-artifact@v4
-        with:
-          name: R
-          path: bld/R
-      - name: R test
-        if: startsWith(matrix.image, 'ubuntu')
-        continue-on-error: true
-        run: |
-          sudo apt --yes update
-          sudo apt --yes install texlive-latex-base texlive-fonts-extra
-          install_file=$(echo bld/R/interpret_*.tar.gz)
-          install_file=$(basename "$install_file" .tar.gz)
-          cd bld/R
-          R CMD check --as-cran "$install_file.tar.gz"
-      - name: Display results
-        run: cat bld/R/interpret.Rcheck/00check.log
-
-  format_clang:
-    runs-on: ubuntu-latest
-    permissions:
-      checks: write
-    steps:
-      - name: Check out repo
-        uses: actions/checkout@v4
-        with:
-          ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id || github.sha }}
-      - name: Check C++ code formatting with clang-format
-        id: check_cpp
-        continue-on-error: true
-        run: |
-          wget -qO - https://apt.llvm.org/llvm-snapshot.gpg.key | sudo apt-key add -
-          echo "deb http://apt.llvm.org/jammy/ llvm-toolchain-jammy-16 main" | sudo tee /etc/apt/sources.list.d/llvm-toolchain-jammy-16.list
-          sudo apt --yes update
-          sudo apt --yes install clang-format-16
-          find shared/libebm \( -iname "*.cpp" -o -iname "*.h" -o -iname "*.hpp" \) | xargs clang-format-16 -i -style=file
-          git diff --exit-code
-      - name: Mark step with a warning
-        if: ${{ steps.check_cpp.outcome == 'failure' }}
-        uses: actions/github-script@v6
-        with:
-          script: |
-            github.rest.checks.create({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              name: 'Failed clang formatting check',
-              head_sha: context.sha,
-              status: 'completed',
-              conclusion: 'neutral'
-            })
-
-  format_ruff:
-    runs-on: ubuntu-latest
-    permissions:
-      checks: write
-    steps:
-      - name: Check out repo
-        uses: actions/checkout@v4
-        with:
-          ref: ${{ github.event_name == 'workflow_dispatch' && inputs.commit_id || github.sha }}
-      - name: Check python matches ruff format
-        id: check_python
-        continue-on-error: true
-        run: |
-          cd python
-          python -m pip install --upgrade ruff
-          ruff format --check
-      - name: Mark step with a warning
-        if: ${{ steps.check_python.outcome == 'failure' }}
-        uses: actions/github-script@v6
-        with:
-          script: |
-            github.rest.checks.create({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              name: 'Failed ruff formatting check',
-              head_sha: context.sha,
-              status: 'completed',
-              conclusion: 'neutral'
-            })