diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml
new file mode 100644
index 0000000..7fa39c3
--- /dev/null
+++ b/.github/workflows/CI.yml
@@ -0,0 +1,32 @@
+name: CI
+on:
+  pull_request:
+    branches:
+      - master
+  push:
+    branches:
+      - master
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: julia-actions/setup-julia@v1
+        with:
+          version: 1
+      - 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 }}-
+      - 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
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index a202612..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,21 +0,0 @@
-# Documentation: http://docs.travis-ci.com/user/languages/julia/
-language: julia
-branches:
-  only:
-    - master
-os:
-  - linux
-#  - osx
-julia:
-  - 1
-  - nightly
-matrix:
-  allow_failures:
-    - julia: nightly
-notifications:
-  email: false
-env:
-  - PYTHON=""
-after_success:
-  - julia -e 'using Pkg; Pkg.add("Coverage"); using Coverage; Codecov.submit(process_folder())'
-  - julia -e 'using Pkg; Pkg.add("Coverage"); using Coverage; Coveralls.submit(process_folder())'
diff --git a/README.md b/README.md
index a756918..db87b7f 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,6 @@
 # PyDSTool.jl
 
-[![Build Status](https://travis-ci.org/SciML/PyDSTool.jl.svg?branch=master)](https://travis-ci.org/SciML/PyDSTool.jl)
-[![Build status](https://ci.appveyor.com/api/projects/status/qgi1m49ruthu3bh5?svg=true)](https://ci.appveyor.com/project/ChrisRackauckas/pydstool-jl)
+[![Build Status](https://github.com/SciML/PyDSTool.jl/workflows/CI/badge.svg)](https://github.com/SciML/PyDSTool.jl/actions?query=workflow%3ACI)
 [![Coverage Status](https://coveralls.io/repos/github/SciML/PyDSTool.jl/badge.svg)](https://coveralls.io/github/SciML/PyDSTool.jl)
 [![codecov.io](http://codecov.io/github/SciML/PyDSTool.jl/coverage.svg?branch=master)](http://codecov.io/github/SciML/PyDSTool.jl?branch=master)
 
diff --git a/appveyor.yml b/appveyor.yml
deleted file mode 100644
index d91d34e..0000000
--- a/appveyor.yml
+++ /dev/null
@@ -1,42 +0,0 @@
-environment:
-  matrix:
-  - julia_version: 1
-  - julia_version: nightly
-
-platform:
-  - x86 # 32-bit
-  - x64 # 64-bit
-
-# # Uncomment the following lines to allow failures on nightly julia
-# # (tests will run but not make your overall status red)
-matrix:
-  allow_failures:
-    - julia_version: nightly
-
-branches:
-  only:
-    - master
-    - /release-.*/
-
-notifications:
-  - provider: Email
-    on_build_success: false
-    on_build_failure: false
-    on_build_status_changed: false
-
-install:
-  - ps: iex ((new-object net.webclient).DownloadString("https://raw.githubusercontent.com/JuliaCI/Appveyor.jl/version-1/bin/install.ps1"))
-
-build_script:
-  - echo "%JL_BUILD_SCRIPT%"
-  - C:\julia\bin\julia -e "%JL_BUILD_SCRIPT%"
-
-test_script:
-  - echo "%JL_TEST_SCRIPT%"
-  - C:\julia\bin\julia -e "%JL_TEST_SCRIPT%"
-
-# # Uncomment to support code coverage upload. Should only be enabled for packages
-# # which would have coverage gaps without running on Windows
-# on_success:
-#   - echo "%JL_CODECOV_SCRIPT%"
-#   - C:\julia\bin\julia -e "%JL_CODECOV_SCRIPT%"