diff --git a/.appveyor.yml b/.appveyor.yml
deleted file mode 100644
index d904bbb2..00000000
--- a/.appveyor.yml
+++ /dev/null
@@ -1,114 +0,0 @@
-platform:
-  -x64
-
-matrix:
-  fast_finish: true
-
-environment:
-  CMD_IN_ENV: "cmd /E:ON /V:ON /C .\\ci-helpers\\appveyor\\windows_sdk.cmd"
-  PYTHON_ARCH: "64"
-
-  matrix:
-    - PYTHON_VERSION: "2.7"
-      JAVA_VERSION: "8"
-      APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2013
-    - PYTHON_VERSION: "3.6"
-      JAVA_VERSION: "8"
-      APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2017
-    - PYTHON_VERSION: "3.7"
-      JAVA_VERSION: "8"
-      APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2017
-    - PYTHON_VERSION: "2.7"
-      JAVA_VERSION: "9"
-      APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2013
-    - PYTHON_VERSION: "3.6"
-      JAVA_VERSION: "9"
-      APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2017
-    - PYTHON_VERSION: "3.7"
-      JAVA_VERSION: "9"
-      APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2017
-    - PYTHON_VERSION: "2.7"
-      JAVA_VERSION: "10"
-      APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2013
-    - PYTHON_VERSION: "3.6"
-      JAVA_VERSION: "10"
-      APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2017
-    - PYTHON_VERSION: "3.7"
-      JAVA_VERSION: "10"
-      APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2017
-    - PYTHON_VERSION: "2.7"
-      JAVA_VERSION: "11"
-      APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2013
-    - PYTHON_VERSION: "3.6"
-      JAVA_VERSION: "11"
-      APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2017
-    - PYTHON_VERSION: "3.7"
-      JAVA_VERSION: "11"
-      APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2017
-
-install:
-  # Set platform variables
-  - if "%PYTHON_ARCH%" == "64" set "ARCH_LABEL=-x64"
-  - if "%PYTHON_ARCH%" == "32" set "PROGRAM_ARCH_LABEL= (x86)"
-  - echo ARCH_LABEL %ARCH_LABEL%
-  - echo PROGRAM_ARCH_LABEL %PROGRAM_ARCH_LABEL%
-
-  # Use Miniconda already installed on Appveyor
-  - set "BASE_PYTHON_VERSION=37"
-  - set "CONDA_ROOT=C:\Miniconda%BASE_PYTHON_VERSION%%ARCH_LABEL%"
-  - set "PATH=%CONDA_ROOT%;%CONDA_ROOT%\Scripts;%CONDA_ROOT%\Library\bin;%PATH%"
-  - set PATH
-  - echo CONDA_PREFIX %CONDA_PREFIX%
-  - conda config --set always_yes yes
-
-  # Update conda
-  - conda config --add channels conda-forge
-  - conda install -y conda --no-pin
-  - "%CONDA_ROOT%\\Scripts\\activate"
-  - echo CONDA_PREFIX %CONDA_PREFIX%
-  - conda info -a
-
-  # Set the correct compiler version (only for runtime)
-  # Not sure this is needed.
-  - set "COMPILER_VERSION=14"
-  - if "%PYTHON_VERSION%" == "2.7" set "COMPILER_VERSION=9"
-
-  # Create project specific environment with specified Python version
-  - conda create -y -n pyjnius_env python=%PYTHON_VERSION% openjdk=%JAVA_VERSION% vc=%COMPILER_VERSION% ant cython pip six>=1.7.0 setuptools nose
-  - if errorlevel 1 exit 1
-
-# Skip .NET project specific build phase.
-build: false
-
-test_script:
-  # Activate Conda environment
-  - "%CONDA_ROOT%\\Scripts\\activate pyjnius_env"
-  - echo CONDA_PREFIX %CONDA_PREFIX%
-  - echo PATH %PATH%
-
-  # Print some info
-  - echo PYTHON_VERSION %PYTHON_VERSION%
-  - echo JAVA_VERSION %JAVA_VERSION%
-  - echo JAVA_HOME %JAVA_HOME%
-  - echo JDK_HOME %JDK_HOME%
-  - python -c "import sys; print(sys.version)"
-  - python -c "import sys; print(sys.executable)"
-  - python -c "import sys; print(sys.prefix)"
-  - python --version
-
-  # Build pyjnius
-  - ant all
-  - if errorlevel 1 exit 1
-  - pip install --no-deps -v -e .
-  - if errorlevel 1 exit 1
-
-  # Java needs to be added to PATH
-  - set "PATH=%JAVA_HOME%\jre\bin\server;%JAVA_HOME%\bin\server;%JAVA_HOME%\bin;%PATH%"
-
-  # Run tests
-  - python -c "import jnius"
-  - python -c "from jnius import autoclass;print(autoclass('java.lang.System').getProperty('java.version'))"
-  - if errorlevel 1 exit 1
-  - set "CLASSPATH=%cd%\build\test-classes;..\build\classes;%CLASSPATH%"
-  - cd tests/ && nosetests -v
-  - if errorlevel 1 exit 1
diff --git a/.github/workflows/push.yml b/.github/workflows/push.yml
new file mode 100644
index 00000000..384eb8be
--- /dev/null
+++ b/.github/workflows/push.yml
@@ -0,0 +1,74 @@
+on: push
+name: on push
+jobs:
+  Tests:
+    name: base
+    strategy:
+      matrix:
+        python: [ '2.7', '3.5', '3.6', '3.7']
+        java: [ '8', '9', '10', '11' ]
+        os: ['ubuntu-latest']  # , 'windows-latest']
+
+    runs-on: ${{ matrix.os }}
+    steps:
+    - uses: actions/checkout@master
+
+    - name: Setup python
+      uses: actions/setup-python@v1
+      with:
+        python-version: ${{ matrix.python }}
+
+    - name: Setup java
+      uses: actions/setup-java@v1
+      with:
+        java-version: ${{ matrix.java }}
+        architecture: x64 // (x64 or x86) - defaults to x64
+
+    - name: install
+      run: pip install .[dev,ci]
+
+    - name: test
+      run: |
+        cd tests
+        CLASSPATH=../build/test-classes:../build/classes PYTHONPATH=..:$PYTHONPATH nosetests -v
+
+#     - name: coveralls
+#       run: python -m coveralls
+#       env:
+#         COVERALLS_REPO_TOKEN: ${{ secrets.COVERALLS_REPO_TOKEN }}
+
+#   TestsPyPy:
+#     name: test pypy
+#     runs-on: ubuntu-latest
+#     steps:
+#     - uses: actions/checkout@master
+#     - name: Setup python
+#       uses: actions/setup-python@v1
+#       with:
+#         python-version: pypy3
+#     - name: prepare
+#       run: pip install -U setuptools wheel
+#     - name: install
+#       run: pip install .[dev,ci]
+#     - name: test
+#       run: python -m pytest --reruns 5 tests/ --cov oscpy/ --cov-branch
+#     - name: coveralls
+#       run: python -m coveralls
+#       env:
+#         COVERALLS_REPO_TOKEN: ${{ secrets.COVERALLS_REPO_TOKEN }}
+
+#   TestsMacOs:
+#     name: test OSX
+#     runs-on: macOs-latest
+#     steps:
+#     - uses: actions/checkout@master
+#     - name: prepare
+#       run: pip install -U setuptools wheel
+#     - name: install
+#       run: pip install .[dev,ci]
+#     - name: test
+#       run: python -m pytest --reruns 5 tests/ --cov oscpy/ --cov-branch
+#     - name: coveralls
+#       run: python -m coveralls
+#       env:
+#         COVERALLS_REPO_TOKEN: ${{ secrets.COVERALLS_REPO_TOKEN }}
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index bcec367c..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,55 +0,0 @@
-language: generic
-
-os:
-  - linux
-  - osx
-
-env:
-  - PYTHON_VERSION="2.7" JAVA_VERSION="8"
-  - PYTHON_VERSION="3.6" JAVA_VERSION="8" RUN="sdist"
-  - PYTHON_VERSION="3.7" JAVA_VERSION="8"
-  - PYTHON_VERSION="2.7" JAVA_VERSION="9"
-  - PYTHON_VERSION="3.6" JAVA_VERSION="9"
-  - PYTHON_VERSION="3.7" JAVA_VERSION="9"
-  - PYTHON_VERSION="2.7" JAVA_VERSION="10"
-  - PYTHON_VERSION="3.6" JAVA_VERSION="10"
-  - PYTHON_VERSION="3.7" JAVA_VERSION="10"
-  - PYTHON_VERSION="2.7" JAVA_VERSION="11"
-  - PYTHON_VERSION="3.6" JAVA_VERSION="11"
-  - PYTHON_VERSION="3.7" JAVA_VERSION="11"
-
-matrix:
-  fast_finish: true
-
-install:
-
-  - if [ "$TRAVIS_OS_NAME" = linux ]; then
-        sudo apt-get update;
-        MINICONDAVERSION="Linux";
-    else
-        MINICONDAVERSION="MacOSX";
-    fi;
-  - wget https://repo.continuum.io/miniconda/Miniconda3-latest-$MINICONDAVERSION-x86_64.sh -O miniconda.sh
-  - bash miniconda.sh -b -p $HOME/miniconda
-  - echo ". $HOME/miniconda/etc/profile.d/conda.sh" >> $HOME/.bashrc
-  - source $HOME/.bashrc
-  - hash -r
-  - conda config --set always_yes yes --set changeps1 no
-  - conda config --add channels conda-forge
-  - conda update -q conda
-  - conda info -a
-  - conda create -n jnius_env python=$PYTHON_VERSION
-  - conda activate jnius_env
-  - conda install openjdk=$JAVA_VERSION cython nose ant pip setuptools six
-
-script:
-  - conda activate jnius_env
-  - if [ "$RUN" = "sdist" ] && [ "$TRAVIS_OS_NAME" = "linux" ]; then
-      if [ "$PYJNIUS_DEPLOY" == "1" ]; then
-        conda install twine;
-        python setup_sdist.py sdist;
-        python -m twine upload dist/*;
-      fi;
-    else
-      make && make tests;
-    fi;
diff --git a/setup.py b/setup.py
index 8850bb1b..4645a6f3 100644
--- a/setup.py
+++ b/setup.py
@@ -285,5 +285,9 @@ def compile_native_invocation_handler(*possible_homes):
             extra_link_args=EXTRA_LINK_ARGS
         )
     ],
+    extras_require={
+        'dev': ['nose', 'wheel', 'pytest-cov', 'pycodestyle'],
+        'ci': ['coveralls', 'pytest-rerunfailures'],
+    },
     **SETUP_KWARGS
 )