diff --git a/.github/workflows/python-tests.yml b/.github/workflows/python-tests.yml
new file mode 100644
index 0000000..22e889b
--- /dev/null
+++ b/.github/workflows/python-tests.yml
@@ -0,0 +1,34 @@
+name: Python Tests
+
+on:
+  push:
+    branches: [ master ]
+  pull_request:
+    branches: [ master ]
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v2
+
+    - name: Set up Miniconda
+      uses: conda-incubator/setup-miniconda@v2
+      with:
+        auto-update-conda: true
+        python-version: 3.7
+
+    - name: Install dependencies
+      shell: bash -l {0}
+      run: |
+        conda create -n tracepyci python=3.7 --yes
+        conda activate tracepyci
+        conda install --yes numpy scipy matplotlib scikit-learn pandas pytest pytest-cov
+        pip install .
+
+    - name: Run tests
+      shell: bash -l {0}
+      run: |
+        conda activate tracepyci
+        pytest tests/
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index e36d618..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,24 +0,0 @@
-language: python
-before_install:
-  - wget http://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh -O miniconda.sh
-  - chmod +x miniconda.sh
-  - ./miniconda.sh -b
-  - export PATH=/home/travis/miniconda3/bin:$PATH
-install:
-  - conda create -n tracepyci python=3.7 --yes
-  - source activate tracepyci
-  - >-
-      conda install --yes
-      numpy
-      scipy
-      matplotlib>
-      scikit-learn
-      pandas
-      pytest
-      pytest-cov
-      coveralls
-  - pip install .
-script:
-  - pytest --cov=tracepy tests/
-notifications:
-  email: false
diff --git a/README.md b/README.md
index 59c5e27..6689f6c 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,5 @@
 ## <img alt="TracePy" src="https://user-images.githubusercontent.com/25272611/62305283-dc62a300-b43c-11e9-8436-d88c8555b110.png" height="60">
 
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-[![Build Status](https://travis-ci.org/GNiendorf/tracepy.svg?branch=master)](https://travis-ci.org/GNiendorf/tracepy)
 [![Documentation Status](https://readthedocs.org/projects/tracepy/badge/?version=latest)](https://tracepy.readthedocs.io/en/latest/?badge=latest)
 [![PyPI version](https://badge.fury.io/py/tracepy.svg)](https://badge.fury.io/py/tracepy)