diff --git a/.github/workflows/check-bioc.yml b/.github/workflows/check-bioc.yml
new file mode 100644
index 0000000..27a9479
--- /dev/null
+++ b/.github/workflows/check-bioc.yml
@@ -0,0 +1,338 @@
+## Read more about GitHub actions the features of this GitHub Actions workflow
+## at https://lcolladotor.github.io/biocthis/articles/biocthis.html#use_bioc_github_action
+##
+## For more details, check the biocthis developer notes vignette at
+## https://lcolladotor.github.io/biocthis/articles/biocthis_dev_notes.html
+##
+## You can add this workflow to other packages using:
+## > biocthis::use_bioc_github_action()
+##
+## Using GitHub Actions exposes you to many details about how R packages are
+## compiled and installed in several operating system.s
+### If you need help, please follow the steps listed at
+## https://github.com/r-lib/actions#where-to-find-help
+##
+## If you found an issue specific to biocthis's GHA workflow, please report it
+## with the information that will make it easier for others to help you.
+## Thank you!
+
+## Acronyms:
+## * GHA: GitHub Action
+## * OS: operating system
+
+on:
+  push:
+  pull_request:
+
+name: R-CMD-check-bioc
+
+## These environment variables control whether to run GHA code later on that is
+## specific to testthat, covr, and pkgdown.
+##
+## If you need to clear the cache of packages, update the number inside
+## cache-version as discussed at https://github.com/r-lib/actions/issues/86.
+## Note that you can always run a GHA test without the cache by using the word
+## "/nocache" in the commit message.
+env:
+  has_testthat: 'false'
+  run_covr: 'false'
+  run_pkgdown: 'false'
+  has_RUnit: 'false'
+  cache-version: 'cache-v1'
+  run_docker: 'false'
+
+jobs:
+  build-check:
+    runs-on: ${{ matrix.config.os }}
+    name: ${{ matrix.config.os }} (${{ matrix.config.r }})
+    container: ${{ matrix.config.cont }}
+    ## Environment variables unique to this job.
+
+    strategy:
+      fail-fast: false
+      matrix:
+        config:
+          - { os: ubuntu-latest, r: '4.4', bioc: '3.19', cont: "bioconductor/bioconductor_docker:RELEASE_3_19", rspm: "https://packagemanager.rstudio.com/cran/__linux__/jammy/latest" }
+          - { os: macOS-latest, r: '4.4', bioc: '3.19'}
+          - { os: windows-latest, r: '4.4', bioc: '3.19'}
+          ## Check https://github.com/r-lib/actions/tree/master/examples
+          ## for examples using the http-user-agent
+    env:
+      R_REMOTES_NO_ERRORS_FROM_WARNINGS: true
+      RSPM: ${{ matrix.config.rspm }}
+      NOT_CRAN: true
+      TZ: UTC
+      GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
+
+    steps:
+
+      ## Set the R library to the directory matching the
+      ## R packages cache step further below when running on Docker (Linux).
+      - name: Set R Library home on Linux
+        if: runner.os == 'Linux'
+        run: |
+          mkdir /__w/_temp/Library
+          echo ".libPaths('/__w/_temp/Library')" > ~/.Rprofile
+
+      ## Most of these steps are the same as the ones in
+      ## https://github.com/r-lib/actions/blob/master/examples/check-standard.yaml
+      ## If they update their steps, we will also need to update ours.
+      - name: Checkout Repository
+        uses: actions/checkout@v3
+
+      ## R is already included in the Bioconductor docker images
+      - name: Setup R from r-lib
+        if: runner.os != 'Linux'
+        uses: r-lib/actions/setup-r@v2
+        with:
+          r-version: ${{ matrix.config.r }}
+          http-user-agent: ${{ matrix.config.http-user-agent }}
+
+      ## pandoc is already included in the Bioconductor docker images
+      - name: Setup pandoc from r-lib
+        if: runner.os != 'Linux'
+        uses: r-lib/actions/setup-pandoc@v2
+
+      - name: Query dependencies
+        run: |
+          install.packages('remotes')
+          saveRDS(remotes::dev_package_deps(dependencies = TRUE), ".github/depends.Rds", version = 2)
+        shell: Rscript {0}
+
+      - name: Restore R package cache
+        if: "!contains(github.event.head_commit.message, '/nocache') && runner.os != 'Linux'"
+        uses: actions/cache@v3
+        with:
+          path: ${{ env.R_LIBS_USER }}
+          key: ${{ env.cache-version }}-${{ runner.os }}-biocversion-RELEASE_3_19-r-4.4-${{ hashFiles('.github/depends.Rds') }}
+          restore-keys: ${{ env.cache-version }}-${{ runner.os }}-biocversion-RELEASE_3_19-r-4.4-
+
+      - name: Cache R packages on Linux
+        if: "!contains(github.event.head_commit.message, '/nocache') && runner.os == 'Linux' "
+        uses: actions/cache@v3
+        with:
+          path: /home/runner/work/_temp/Library
+          key: ${{ env.cache-version }}-${{ runner.os }}-biocversion-RELEASE_3_19-r-4.4-${{ hashFiles('.github/depends.Rds') }}
+          restore-keys: ${{ env.cache-version }}-${{ runner.os }}-biocversion-RELEASE_3_19-r-4.4-
+
+      # - name: Install Linux system dependencies
+      #   if: runner.os == 'Linux'
+      #   run: |
+      #     sysreqs=$(Rscript -e 'cat("apt-get update -y && apt-get install -y", paste(gsub("apt-get install -y ", "", remotes::system_requirements("ubuntu", "20.04")), collapse = " "))')
+      #     echo $sysreqs
+      #     sudo -s eval "$sysreqs"
+
+      - name: Install macOS system dependencies
+        if: matrix.config.os == 'macOS-latest'
+        run: |
+          ## Enable installing XML from source if needed
+          brew install libxml2
+          echo "XML_CONFIG=/usr/local/opt/libxml2/bin/xml2-config" >> $GITHUB_ENV
+
+          ## Required to install magick as noted at
+          ## https://github.com/r-lib/usethis/commit/f1f1e0d10c1ebc75fd4c18fa7e2de4551fd9978f#diff-9bfee71065492f63457918efcd912cf2
+          brew install imagemagick@6
+
+          ## For textshaping, required by ragg, and required by pkgdown
+          brew install harfbuzz fribidi
+
+          ## For installing usethis's dependency gert
+          brew install libgit2
+
+          ## Required for tcltk
+          brew install xquartz --cask
+
+      - name: Install Windows system dependencies
+        if: runner.os == 'Windows'
+        run: |
+          ## Edit below if you have any Windows system dependencies
+        shell: Rscript {0}
+
+      - name: Install BiocManager
+        run: |
+          message(paste('****', Sys.time(), 'installing BiocManager ****'))
+          remotes::install_cran("BiocManager")
+        shell: Rscript {0}
+
+      - name: Set BiocVersion
+        run: |
+          BiocManager::install(version = "${{ matrix.config.bioc }}", ask = FALSE, force = TRUE)
+        shell: Rscript {0}
+
+      - name: Install dependencies pass 1
+        run: |
+          ## Try installing the package dependencies in steps. First the local
+          ## dependencies, then any remaining dependencies to avoid the
+          ## issues described at
+          ## https://stat.ethz.ch/pipermail/bioc-devel/2020-April/016675.html
+          ## https://github.com/r-lib/remotes/issues/296
+          ## Ideally, all dependencies should get installed in the first pass.
+
+          ## For running the checks
+          message(paste('****', Sys.time(), 'installing rcmdcheck and BiocCheck ****'))
+          install.packages(c("rcmdcheck", "BiocCheck"), repos = BiocManager::repositories())
+
+          ## Pass #1 at installing dependencies
+          message(paste('****', Sys.time(), 'pass number 1 at installing dependencies: local dependencies ****'))
+          remotes::install_local(dependencies = TRUE, repos = BiocManager::repositories(), build_vignettes = FALSE, upgrade = TRUE)
+        continue-on-error: true
+        shell: Rscript {0}
+
+      - name: Install dependencies pass 2
+        run: |
+          ## Pass #2 at installing dependencies
+          message(paste('****', Sys.time(), 'pass number 2 at installing dependencies: any remaining dependencies ****'))
+          remotes::install_local(dependencies = TRUE, repos = BiocManager::repositories(), build_vignettes = TRUE, upgrade = TRUE, force = TRUE)
+        shell: Rscript {0}
+
+      - name: Install BiocGenerics
+        if:  env.has_RUnit == 'true'
+        run: |
+          ## Install BiocGenerics
+          BiocManager::install("BiocGenerics")
+        shell: Rscript {0}
+
+      - name: Install covr
+        if: github.ref == 'refs/heads/devel' && env.run_covr == 'true' && runner.os == 'Linux'
+        run: |
+          remotes::install_cran("covr")
+        shell: Rscript {0}
+
+      - name: Install pkgdown
+        if: github.ref == 'refs/heads/devel' && env.run_pkgdown == 'true' && runner.os == 'Linux'
+        run: |
+          remotes::install_cran("pkgdown")
+        shell: Rscript {0}
+
+      - name: Session info
+        run: |
+          options(width = 100)
+          pkgs <- installed.packages()[, "Package"]
+          sessioninfo::session_info(pkgs, include_base = TRUE)
+        shell: Rscript {0}
+
+      - name: Run CMD check
+        env:
+          _R_CHECK_CRAN_INCOMING_: false
+          DISPLAY: 99.0
+        run: |
+          options(crayon.enabled = TRUE)
+          rcmdcheck::rcmdcheck(
+              args = c("--no-manual", "--no-vignettes", "--timings"),
+              build_args = c("--no-manual", "--keep-empty-dirs", "--no-resave-data"),
+              error_on = "warning",
+              check_dir = "check"
+          )
+        shell: Rscript {0}
+
+      ## Might need an to add this to the if:  && runner.os == 'Linux'
+      - name: Reveal testthat details
+        if:  env.has_testthat == 'true'
+        run: find . -name testthat.Rout -exec cat '{}' ';'
+
+      - name: Run RUnit tests
+        if:  env.has_RUnit == 'true'
+        run: |
+          BiocGenerics:::testPackage()
+        shell: Rscript {0}
+
+      - name: Run BiocCheck
+        env:
+          DISPLAY: 99.0
+        run: |
+          BiocCheck::BiocCheck(
+              dir('check', 'tar.gz$', full.names = TRUE),
+              `quit-with-status` = TRUE,
+              `no-check-R-ver` = TRUE,
+              `no-check-bioc-help` = TRUE
+          )
+        shell: Rscript {0}
+
+      - name: Test coverage
+        if: github.ref == 'refs/heads/devel' && env.run_covr == 'true' && runner.os == 'Linux'
+        run: |
+          covr::codecov(coverage = covr::package_coverage(type = "all"))
+        shell: Rscript {0}
+
+      - name: Install package
+        if: github.ref == 'refs/heads/devel' && env.run_pkgdown == 'true' && runner.os == 'Linux'
+        run: R CMD INSTALL .
+
+      - name: Build pkgdown site
+        if: github.ref == 'refs/heads/devel' && env.run_pkgdown == 'true' && runner.os == 'Linux'
+        run: pkgdown::build_site_github_pages(new_process = FALSE, install = FALSE)
+        shell: Rscript {0}
+        ## Note that you need to run pkgdown::deploy_to_branch(new_process = FALSE)
+        ## at least one locally before this will work. This creates the gh-pages
+        ## branch (erasing anything you haven't version controlled!) and
+        ## makes the git history recognizable by pkgdown.
+
+      - name: Install deploy dependencies
+        if: github.ref == 'refs/heads/devel' && env.run_pkgdown == 'true' && runner.os == 'Linux'
+        run: |
+          apt-get update && apt-get -y install rsync
+
+      - name: Deploy pkgdown site to GitHub pages 🚀
+        if: github.ref == 'refs/heads/devel' && env.run_pkgdown == 'true' && runner.os == 'Linux'
+        uses: JamesIves/github-pages-deploy-action@releases/v4
+        with:
+          clean: false
+          branch: gh-pages
+          folder: docs
+
+      - name: Upload check results
+        if: failure()
+        uses: actions/upload-artifact@master
+        with:
+          name: ${{ runner.os }}-biocversion-RELEASE_3_19-r-4.4-results
+          path: check
+
+
+  ## Code adapted from
+  ## https://github.com/waldronlab/cBioPortalData/blob/e0440a4445f0cc731e426363a76faa22ee5e0f9d/.github/workflows/devel_check_dock.yml#L65-L92
+  docker-build-and-push:
+    runs-on: ubuntu-latest
+    needs: build-check
+    steps:
+      - name: Checkout Repository
+        if: "!contains(github.event.head_commit.message, '/nodocker') && env.run_docker == 'true' && github.ref == 'refs/heads/devel'"
+        uses: actions/checkout@v3
+
+      - name: Register repo name
+        if: "!contains(github.event.head_commit.message, '/nodocker') && env.run_docker == 'true' && github.ref == 'refs/heads/devel'"
+        id: reg_repo_name
+        run: |
+          echo CONT_IMG_NAME=$(echo ${{ github.event.repository.name }} | tr '[:upper:]' '[:lower:]') >> $GITHUB_ENV
+
+      - name: Set up QEMU
+        if: "!contains(github.event.head_commit.message, '/nodocker') && env.run_docker == 'true' && github.ref == 'refs/heads/devel'"
+        uses: docker/setup-qemu-action@v2
+
+      - name: Set up Docker Buildx
+        if: "!contains(github.event.head_commit.message, '/nodocker') && env.run_docker == 'true' && github.ref == 'refs/heads/devel'"
+        uses: docker/setup-buildx-action@v2
+
+      - name: Login to Docker Hub
+        if: "!contains(github.event.head_commit.message, '/nodocker') && env.run_docker == 'true' && github.ref == 'refs/heads/devel'"
+        uses: docker/login-action@v2
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+      ## Note that DOCKERHUB_TOKEN is really a token for your dockerhub
+      ## account, not your actual dockerhub account password. You can get it
+      ## from https://hub.docker.com/settings/security.
+      ## Check https://github.com/docker/build-push-action/tree/v4.0.0
+      ## for more details.
+      ## Alternatively, try checking
+      ## https://seandavi.github.io/BuildABiocWorkshop/articles/HOWTO_BUILD_WORKSHOP.html.
+
+      - name: Build and Push Docker
+        if: "!contains(github.event.head_commit.message, '/nodocker') && env.run_docker == 'true' && github.ref == 'refs/heads/devel' && success()"
+        uses: docker/build-push-action@v4
+        with:
+          context: .
+          push: true
+          tags: >
+            ${{ secrets.DOCKERHUB_USERNAME }}/${{ env.CONT_IMG_NAME }}:latest,
+            ${{ secrets.DOCKERHUB_USERNAME }}/${{ env.CONT_IMG_NAME }}:devel
diff --git a/DESCRIPTION b/DESCRIPTION
index 1202ca0..9c2ca6d 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -26,7 +26,7 @@ Description: Weighted Sliced Inverse Regression (wSIR) is a supervised dimension
     information present in the gene expression data.
 License: GPL-2
 Encoding: UTF-8
-URL: https://sydneybiox.github.io/wSIR
+URL: https://sydneybiox.github.io/wSIR, https://sydneybiox.github.io/wSIR/
 BugReports: https://github.com/sydneybiox/wSIR/issues
 biocViews: DimensionReduction,
     Software,