diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..1957129
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,83 @@
+name: CI
+
+on:
+  push:
+    branches: [ master ]
+  pull_request:
+    branches: [ master ]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ['3.5', '3.6', '3.7', '3.8', '3.9']
+        django-version: ['2.0', '2.1', '2.2', '3.0', '3.1']
+        exclude:
+          - python-version: '3.5'
+            django-version: '3.0'
+          - python-version: '3.5'
+            django-version: '3.1'
+          - python-version: '3.8'
+            django-version: '2.0'
+          - python-version: '3.8'
+            django-version: '2.1'
+          - python-version: '3.9'
+            django-version: '2.0'
+          - python-version: '3.9'
+            django-version: '2.1'
+
+    services:
+      redis:
+        image: redis:6.0
+        ports:
+          - 6379:6379
+      postgres:
+        image: postgres
+        ports:
+          - 5432:5432
+        env:
+          POSTGRES_USER: cachalot
+          POSTGRES_PASSWORD: password
+          POSTGRES_DB: cachalot
+        options: >-
+          --health-cmd pg_isready
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+      mysql:
+        image: mysql
+        env:
+          MYSQL_ALLOW_EMPTY_PASSWORD: yes
+          MYSQL_DATABASE: cachalot
+        ports:
+          - 3306:3306
+      memcached:
+        image: memcached
+        ports:
+          - 11211:11211
+
+    steps:
+    - uses: actions/checkout@v2
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        sudo apt-get install -y libmemcached-dev zlib1g-dev
+        python -m pip install --upgrade pip
+        pip install tox tox-gh-actions coveralls
+    - name: Tox Test
+      run: tox
+      env:
+        TOX_TESTENV_PASSENV: POSTGRES_PASSWORD
+        POSTGRES_PASSWORD: password
+        PYTHON_VER: ${{ matrix.python-version }}
+        DJANGO: ${{ matrix.django-version }}
+    - name: Coverage (Coveralls)
+      if: ${{ success() }}
+      run: coveralls --service=github
+      env:
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index c535369..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,51 +0,0 @@
-os: linux
-dist: xenial
-
-language: python
-cache: pip
-python:
-  - "3.5"
-  - "3.6"
-  - "3.7"
-  - "3.8"
-  - "3.9"
-
-services:
-  - memcached
-  - redis
-  - mysql
-  - postgresql
-
-env:
-  - DJANGO="2.0"
-  - DJANGO="2.1"
-  - DJANGO="2.2"
-  - DJANGO="3.0"
-  - DJANGO="3.1"
-
-matrix:
-  exclude:
-    - python: 3.5
-      env: DJANGO=3.0
-    - python: 3.5
-      env: DJANGO=3.1
-
-    - python: 3.8
-      env: DJANGO=2.0
-    - python: 3.8
-      env: DJANGO=2.1
-    - python: 3.9
-      env: DJANGO=2.0
-    - python: 3.9
-      env: DJANGO=2.1
-
-install: pip install tox tox-travis coveralls
-
-before_script:
-  - psql -c 'CREATE USER cachalot SUPERUSER;' -U postgres
-  - psql -c 'CREATE DATABASE cachalot OWNER cachalot;' -U postgres
-  - mysql -u root -e 'CREATE DATABASE cachalot;'
-
-script: tox
-
-after_success: coveralls
diff --git a/runtests.py b/runtests.py
index 05fd51b..14496e3 100755
--- a/runtests.py
+++ b/runtests.py
@@ -1,7 +1,4 @@
 #!/usr/bin/env python
-# coding: utf-8
-
-from __future__ import unicode_literals
 import os
 import sys
 import django
diff --git a/settings.py b/settings.py
index 82bc5a9..13d4c6a 100644
--- a/settings.py
+++ b/settings.py
@@ -1,6 +1,3 @@
-# coding: utf-8
-
-from __future__ import unicode_literals
 import os
 
 
@@ -13,15 +10,19 @@ DATABASES = {
         'ENGINE': 'django.db.backends.postgresql',
         'NAME': 'cachalot',
         'USER': 'cachalot',
+        'HOST': '127.0.0.1',
     },
     'mysql': {
         'ENGINE': 'django.db.backends.mysql',
         'NAME': 'cachalot',
         'USER': 'root',
+        'HOST': '127.0.0.1',
     },
 }
 if 'MYSQL_PASSWORD' in os.environ:
     DATABASES['mysql']['PASSWORD'] = os.environ['MYSQL_PASSWORD']
+if 'POSTGRES_PASSWORD' in os.environ:
+    DATABASES['postgresql']['PASSWORD'] = os.environ['POSTGRES_PASSWORD']
 for alias in DATABASES:
     if 'TEST' not in DATABASES[alias]:
         test_db_name = 'test_' + DATABASES[alias]['NAME']
diff --git a/tox.ini b/tox.ini
index 7d45c3f..11a5611 100644
--- a/tox.ini
+++ b/tox.ini
@@ -41,10 +41,16 @@ setenv =
 commands =
     coverage run -a --source=cachalot ./runtests.py
 
-[travis:env]
+[gh-actions:env]
+PYTHON_VER =
+    3.5: py35
+    3.6: py36
+    3.7: py37
+    3.8: py38
+    3.9: py39
 DJANGO =
-  2.0: django2.0
-  2.1: django2.1
-  2.2: django2.2
-  3.0: django3.0
-  3.1: django3.1
+    2.0: django2.0
+    2.1: django2.1
+    2.2: django2.2
+    3.0: django3.0
+    3.1: django3.1