diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 00000000..74b7d3fd
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,94 @@
+name: CI
+
+on:
+  - push
+  - pull_request
+
+env:
+  JULIA_MPI_BINARY: system
+
+jobs:
+  test:
+    name: Julia ${{ matrix.version }} - ${{ matrix.os }} - ${{ matrix.arch }} - ${{ github.event_name }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        version:
+          - '1.3'
+          - '1.5'
+          - 'nightly'
+        os:
+          - ubuntu-20.04
+        arch:
+          - x64
+    steps:
+      - name: Install libraries
+        run: |
+          sudo apt-get update
+          sudo apt-get install mpich libmpich-dev
+
+      - uses: actions/checkout@v2
+
+      - uses: julia-actions/setup-julia@v1
+        with:
+          version: ${{ matrix.version }}
+          arch: ${{ matrix.arch }}
+
+      - uses: actions/cache@v1
+        env:
+          cache-name: cache-artifacts
+        with:
+          path: ~/.julia/artifacts
+          key: ${{ runner.os }}-test-${{ env.cache-name }}-${{ hashFiles('**/Project.toml') }}
+          restore-keys: |
+            ${{ runner.os }}-test-${{ env.cache-name }}-
+            ${{ runner.os }}-test-
+            ${{ runner.os }}-
+
+      - name: Precompile
+        run: |
+          julia --project -e '
+            using Pkg
+            using InteractiveUtils
+            versioninfo()
+            pkg"instantiate"
+            pkg"precompile"
+            using MPI
+            println("\n", MPI.MPI_LIBRARY_VERSION_STRING)'
+
+      - uses: julia-actions/julia-buildpkg@v1
+
+      - uses: julia-actions/julia-runtest@v1
+
+      - uses: julia-actions/julia-processcoverage@v1
+      - uses: codecov/codecov-action@v1
+        with:
+          file: lcov.info
+
+  docs:
+    name: Documentation
+    runs-on: ubuntu-20.04
+    steps:
+      - name: Install libraries
+        run: |
+          sudo apt-get update
+          sudo apt-get install mpich libmpich-dev
+
+      - uses: actions/checkout@v2
+      - uses: julia-actions/setup-julia@latest
+        with:
+          version: '1.5'
+      - name: Install dependencies
+        run: |
+          julia --project=docs -e '
+            using Pkg
+            Pkg.develop(PackageSpec(path=pwd()))
+            Pkg.instantiate()'
+      - name: Build and deploy
+        run: julia --project=docs docs/make.jl
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          DOCUMENTER_KEY: ${{ secrets.DOCUMENTER_KEY }}
+
+# vim: shiftwidth=2
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 6ecb6f9a..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,82 +0,0 @@
-# Documentation: http://docs.travis-ci.com/user/languages/julia
-language: julia
-
-notifications:
-  email: false
-
-julia:
-  - 1.3
-  - 1.5
-  - nightly
-
-os:
-  - linux
-
-dist: bionic
-
-addons:
-  apt:
-    update: true
-    packages:
-      - mpich
-      - libmpich-dev
-      - libhdf5-mpich-dev
-
-env:
-  global:
-    - JULIA_MPI_BINARY=system
-    - JULIA_HDF5_LIBRARY_PATH=/usr/lib/x86_64-linux-gnu/hdf5/mpich
-
-arch:
-  - x64
-
-cache:
-  directories:
-    - ~/.julia/artifacts
-
-script:
-  # Force precompilation of packages in serial mode.
-  # Also install and build HDF5.jl, and show version info.
-  - |
-    julia --project -e '
-      using Pkg
-      using InteractiveUtils
-      versioninfo()
-      pkg"add HDF5"
-      using HDF5
-      @show HDF5.libhdf5
-      pkg"instantiate"
-      pkg"precompile"
-      using MPI
-      println("\n", MPI.MPI_LIBRARY_VERSION_STRING)'
-  - julia --project -e 'import Pkg; Pkg.test(coverage=true)'
-
-jobs:
-  fast_finish: true
-  allow_failures:
-    - julia: nightly
-  include:
-    - stage: Documentation
-      julia: 1.5
-      script: |
-        julia --project=docs -e '
-          using Pkg
-          Pkg.develop(PackageSpec(path=pwd()))
-          Pkg.instantiate()
-          using Documenter: DocMeta, doctest
-          using PencilFFTs
-          DocMeta.setdocmeta!(
-              PencilFFTs, :DocTestSetup, :(using PencilFFTs); recursive=true)
-          doctest(PencilFFTs)
-          include("docs/make.jl")'
-      after_success: skip
-
-after_success:
-  - |
-    julia -e '
-      using Pkg
-      Pkg.add("Coverage")
-      using Coverage
-      Codecov.submit(process_folder())'
-
-# vim: shiftwidth=2
diff --git a/README.md b/README.md
index bae7da8f..faeb0776 100644
--- a/README.md
+++ b/README.md
@@ -4,9 +4,8 @@
 [![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://jipolanco.github.io/PencilFFTs.jl/dev/)
 [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.3618781.svg)](https://doi.org/10.5281/zenodo.3618781)
 
-[![Build Status](https://travis-ci.com/jipolanco/PencilFFTs.jl.svg?branch=master)](https://travis-ci.com/jipolanco/PencilFFTs.jl)
-[![codecov](https://codecov.io/gh/jipolanco/PencilFFTs.jl/branch/master/graph/badge.svg)](https://codecov.io/gh/jipolanco/PencilFFTs.jl)
-[![coveralls](https://coveralls.io/repos/github/jipolanco/PencilFFTs.jl/badge.svg?branch=master)](https://coveralls.io/github/jipolanco/PencilFFTs.jl?branch=master)
+[![Build Status](https://github.com/jipolanco/PencilFFTs.jl/workflows/CI/badge.svg)](https://github.com/jipolanco/PencilFFTs.jl/actions)
+[![Coverage](https://codecov.io/gh/jipolanco/PencilFFTs.jl/branch/master/graph/badge.svg)](https://codecov.io/gh/jipolanco/PencilFFTs.jl)
 
 Fast Fourier transforms of MPI-distributed Julia arrays.