diff --git a/.github/workflows/run_pytest.yml b/.github/workflows/run_pytest.yml
new file mode 100644
index 0000000..de66ad0
--- /dev/null
+++ b/.github/workflows/run_pytest.yml
@@ -0,0 +1,29 @@
+name: Run Pytest
+
+on:
+  pull_request:
+    branches: [master]
+    types: [synchronize, opened, reopened, ready_for_review]
+
+  # run checks on any change of master, including merge of PRs
+  push:
+    branches: [master]
+
+jobs:
+  build-linux:
+    runs-on: ubuntu-latest
+    strategy:
+      max-parallel: 1
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Set up Python 3.11
+      uses: actions/setup-python@v3
+      with:
+        python-version: '3.11'
+    - name: Install package and dependencies
+      run: |
+        pip install .[test,gui]
+    - name: Test with pytest
+      run: |
+        pytest --cov=src/odmltables src/odmltables/
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 8b19d30..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,37 +0,0 @@
-dist: trusty
-language: python
-sudo: true
-
-addons:
-   apt:
-      packages:
-      - libatlas3gf-base
-      - libatlas-dev
-      - libatlas-base-dev
-      - liblapack-dev
-      - gfortran
-      - python-scipy
-
-python:
-  - 3.6
-
-env:
-  matrix:
-    # This environment tests for python 3 packages with conda
-    - DISTRIB="conda" PYTHON_VERSION="3.6"
-      NUMPY_VERSION="1.13.3" XLWT_VERSION="1.3.0" XLRD_VERSION="1.1.0"
-      COVERAGE="true"
-#    # This environment tests for python 3.9 packages with conda
-#    - DISTRIB="conda_min" PYTHON_VERSION="3.9"
-#      NUMPY_VERSION="1.13.3" XLWT_VERSION="1.3.0" XLRD_VERSION="1.1.0"
-#      COVERAGE="true"
-    # basic Ubuntu build environment
-    - DISTRIB="ubuntu" PYTHON_VERSION="3.6" INSTALL_ATLAS="true"
-      NUMPY_VERSION="1.13.3" XLWT_VERSION="1.3.0" XLRD_VERSION="1.1.0"
-      COVERAGE="true"
-
-install: source continuous_integration/install.sh
-script: bash continuous_integration/test_script.sh
-after_success:
-    - if [[ "$COVERAGE" == "true" ]]; then coveralls || echo "failed"; fi
-cache: apt
diff --git a/continuous_integration/install.sh b/continuous_integration/install.sh
deleted file mode 100644
index 65a6ac9..0000000
--- a/continuous_integration/install.sh
+++ /dev/null
@@ -1,90 +0,0 @@
-#!/bin/bash
-# Based on a script from scikit-learn
-
-# This script is meant to be called by the "install" step defined in
-# .travis.yml. See http://docs.travis-ci.com/ for more details.
-# The behavior of the script is controlled by environment variabled defined
-# in the .travis.yml in the top level folder of the project.
-
-set -e
-
-# Fix the compilers to workaround avoid having the Python 3.4 build
-# lookup for g++44 unexpectedly.
-export CC=gcc
-export CXX=g++
-
-if [[ "$DISTRIB" == "conda" ]]; then
-    # Deactivate the travis-provided virtual environment and setup a
-    # conda-based environment instead
-    deactivate
-
-    # Use the miniconda installer for faster download / install of conda
-    # itself
-    wget http://repo.continuum.io/miniconda/Miniconda-latest-Linux-x86_64.sh \
-        -O miniconda.sh
-    chmod +x miniconda.sh && ./miniconda.sh -b -p $HOME/miniconda
-    export PATH=/home/travis/miniconda/bin:$PATH
-    conda config --set always_yes yes
-    conda update --yes conda
-
-    # Configure the conda environment and put it in the path using the
-    # provided versions
-    conda create -n testenv --yes python=$PYTHON_VERSION pip nose coverage lxml pyyaml\
-        numpy=$NUMPY_VERSION xlwt=$XLWT_VERSION xlrd=$XLRD_VERSION
-    source activate testenv
-    conda install libgfortran=1
-
-    # remove this once odml1.4 is on pypi
-    conda install -c conda-forge rdflib
-
-elif [[ "$DISTRIB" == "conda_min" ]]; then
-    # Deactivate the travis-provided virtual environment and setup a
-    # conda-based environment instead
-    deactivate
-
-    # Use the miniconda installer for faster download / install of conda
-    # itself
-    wget http://repo.continuum.io/miniconda/Miniconda-latest-Linux-x86_64.sh \
-        -O miniconda.sh
-    chmod +x miniconda.sh && ./miniconda.sh -b -p $HOME/miniconda
-    export PATH=/home/travis/miniconda/bin:$PATH
-    conda config --set always_yes yes
-    conda update --yes conda
-
-    # Configure the conda environment and put it in the path using the
-    # provided versions
-    conda create -n testenv --yes python=$PYTHON_VERSION pip nose coverage lxml pyyaml \
-        numpy=$NUMPY_VERSION xlwt=$XLWT_VERSION xlrd=$XLRD_VERSION
-    source activate testenv
-
-    # remove this once odml1.4 is on pypi
-    conda install -c conda-forge rdflib
-
-    if [[ "$COVERAGE" == "true" ]]; then
-        pip install coveralls
-    fi
-elif [[ "$DISTRIB" == "ubuntu" ]]; then
-    # deactivate
-    # Create a new virtualenv using system site packages for numpy
-    # virtualenv testenv
-    # source testenv/bin/activate
-    pip install nose
-    pip install coverage
-    pip install quantities
-    pip install numpy==$NUMPY_VERSION
-    pip install xlwt==$XLWT_VERSION
-    pip install xlrd==$XLRD_VERSION
-    pip install lxml
-    pip install pyyaml
-    pip install rdflib
-
-    #TODO: remove pip installations which are already covered by setup.py
-
-fi
-
-
-if [[ "$COVERAGE" == "true" ]]; then
-    pip install coveralls
-fi
-
-python setup.py install
diff --git a/continuous_integration/test_script.sh b/continuous_integration/test_script.sh
deleted file mode 100644
index cb17433..0000000
--- a/continuous_integration/test_script.sh
+++ /dev/null
@@ -1,18 +0,0 @@
-#!/bin/bash
-# Based on a script from scikit-learn
-
-# This script is meant to be called by the "script" step defined in
-# .travis.yml. See http://docs.travis-ci.com/ for more details.
-# The behavior of the script is controlled by environment variables defined
-# in the .travis.yml in the top level folder of the project.
-
-set -e
-
-python --version
-python -c "import numpy; print('numpy %s' % numpy.__version__)"
-
-if [[ "$COVERAGE" == "true" ]]; then
-    nosetests --with-coverage --cover-package=odmltables
-else
-    nosetests
-fi