diff --git a/.github/workflows/python-package.yaml b/.github/workflows/python-package.yaml
new file mode 100644
index 0000000..5cbf4d9
--- /dev/null
+++ b/.github/workflows/python-package.yaml
@@ -0,0 +1,52 @@
+name: Lint and Test
+
+on:
+  push:
+    branches: [ master ]
+  pull_request:
+    branches: [ master ]
+
+jobs:
+  lint-and-test:
+
+    runs-on: ubuntu-latest
+
+    strategy:
+      matrix:
+        python-version: [3.7, 3.8]
+
+    container:
+      image: python:${{ matrix.python-version }}
+
+    services:
+      cassandra:
+        image: cassandra:3
+        ports:
+        - 9090:9090
+
+    steps:
+    - uses: actions/checkout@v2
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - uses: actions/cache@v2
+      with:
+        path: ~/.cache/pip
+        key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements*.txt') }}
+        restore-keys: |
+          ${{ runner.os }}-pip-
+
+    - name: Install dependencies
+      run: |
+        python -m pip install -r requirements-lint.txt
+
+    - name: Lint
+      run: |
+        make lint
+
+    - name: Test
+      run: |
+        nosetests
diff --git a/.github/workflows/python-publish.yaml b/.github/workflows/python-publish.yaml
new file mode 100644
index 0000000..84ff9b6
--- /dev/null
+++ b/.github/workflows/python-publish.yaml
@@ -0,0 +1,32 @@
+name: Upload Python Package
+
+on:
+  release:
+    types: [created]
+
+jobs:
+  deploy:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v2
+
+    - name: Set up Python
+      uses: actions/setup-python@v2
+      with:
+        python-version: '3.8'
+
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        python -m pip install setuptools==47.3.0 wheel==0.34.2 twine==3.1.1
+
+    - name: Build and publish
+      env:
+        TWINE_USERNAME: __token__
+        TWINE_PASSWORD: ${{ secrets.PYPI_TOKEN }}
+      run: |
+        python setup.py sdist bdist_wheel
+        twine upload dist/*
+
diff --git a/Dockerfile b/Dockerfile
index 114182f..9bd6884 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 FROM python:3.6
 
 COPY ./requirements.txt ./requirements-dev.txt /src/
-RUN pip install --no-index --find-links https://reddit-wheels.s3.amazonaws.com/index.html -r /src/requirements-dev.txt
+RUN pip install -r /src/requirements-dev.txt
 
 COPY . /src
 WORKDIR /src
diff --git a/README.rst b/README.rst
index 37b5287..5fe08c3 100644
--- a/README.rst
+++ b/README.rst
@@ -15,8 +15,8 @@ Major changes:
       as the `conn` argument to functions rather than using the `Model.batch`
       syntax of cqlengine
 
-Example usage:
-::
+Example usage::
+
     import uuid
 
     from cassandra.cluster import Cluster
diff --git a/requirements-lint.txt b/requirements-lint.txt
index f1d0e93..4f81043 100644
--- a/requirements-lint.txt
+++ b/requirements-lint.txt
@@ -11,15 +11,16 @@ flake8==3.7.7
 flake8-docstrings==1.3.0
 flake8-polyfill==1.0.2
 isort==4.3.16
-lazy-object-proxy==1.3.1
-lxml==4.3.3
+lazy-object-proxy==1.5.2
+lxml==4.6.2
 mccabe==0.6.1
-mypy==0.701
-mypy-extensions==0.4.1
+mypy==0.800
+mypy-extensions==0.4.3
 pycodestyle==2.5.0
 pydocstyle==3.0.0
 pyflakes==2.1.1
 pylint==2.3.1
 reorder-python-imports==1.6.0
-typed-ast==1.4.0
+typed-ast==1.4.2
+typing-extensions==3.7.4.3
 wrapt==1.11.1
diff --git a/requirements.txt b/requirements.txt
index d0574b6..0024315 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,2 +1,2 @@
-cassandra-driver==3.17.0
+cassandra-driver==3.24.0
 six==1.12.0
diff --git a/tests/integration/columns/test_container_columns.py b/tests/integration/columns/test_container_columns.py
index 83c0b5f..089f03a 100644
--- a/tests/integration/columns/test_container_columns.py
+++ b/tests/integration/columns/test_container_columns.py
@@ -20,9 +20,6 @@
 
 from datetime import datetime
 from datetime import timedelta
-from tests.integration import CASSANDRA_VERSION
-from tests.integration import is_prepend_reversed
-from tests.integration.base import BaseCassEngTestCase
 from uuid import uuid4
 
 import six
@@ -36,6 +33,9 @@
 from cqlmapper.management import sync_table
 from cqlmapper.models import Model
 from cqlmapper.models import ValidationError
+from tests.integration import CASSANDRA_VERSION
+from tests.integration import is_prepend_reversed
+from tests.integration.base import BaseCassEngTestCase
 
 log = logging.getLogger(__name__)
 
diff --git a/tests/integration/columns/test_counter_column.py b/tests/integration/columns/test_counter_column.py
index dcd61e5..213b1ee 100644
--- a/tests/integration/columns/test_counter_column.py
+++ b/tests/integration/columns/test_counter_column.py
@@ -13,7 +13,6 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-from tests.integration.base import BaseCassEngTestCase
 from uuid import uuid4
 
 from cqlmapper import columns
@@ -21,6 +20,7 @@
 from cqlmapper.management import sync_table
 from cqlmapper.models import Model
 from cqlmapper.models import ModelDefinitionException
+from tests.integration.base import BaseCassEngTestCase
 
 
 class TestCounterModel(Model):
diff --git a/tests/integration/management/test_compaction_settings.py b/tests/integration/management/test_compaction_settings.py
index 47e4fc5..f74440a 100644
--- a/tests/integration/management/test_compaction_settings.py
+++ b/tests/integration/management/test_compaction_settings.py
@@ -15,7 +15,6 @@
 # limitations under the License.
 import copy
 
-from tests.integration.base import BaseCassEngTestCase
 from unittest.mock import patch
 
 import six
@@ -26,6 +25,7 @@
 from cqlmapper.management import drop_table
 from cqlmapper.management import sync_table
 from cqlmapper.models import Model
+from tests.integration.base import BaseCassEngTestCase
 
 
 class LeveledCompactionTestTable(Model):
diff --git a/tests/integration/model/test_class_construction.py b/tests/integration/model/test_class_construction.py
index fad03d5..f6ff9a7 100644
--- a/tests/integration/model/test_class_construction.py
+++ b/tests/integration/model/test_class_construction.py
@@ -15,7 +15,6 @@
 # limitations under the License.
 import warnings
 
-from tests.integration.base import BaseCassEngTestCase
 from uuid import uuid4
 
 from cqlmapper import columns
@@ -25,6 +24,7 @@
 from cqlmapper.models import ModelException
 from cqlmapper.query import DMLQuery
 from cqlmapper.query_set import ModelQuerySet
+from tests.integration.base import BaseCassEngTestCase
 
 
 class TestModelClassFunction(BaseCassEngTestCase):
diff --git a/tests/integration/model/test_equality_operations.py b/tests/integration/model/test_equality_operations.py
index 7b5dfa3..0e7eea7 100644
--- a/tests/integration/model/test_equality_operations.py
+++ b/tests/integration/model/test_equality_operations.py
@@ -13,13 +13,13 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-from tests.integration.base import BaseCassEngTestCase
 from uuid import uuid4
 
 from cqlmapper import columns
 from cqlmapper.management import drop_table
 from cqlmapper.management import sync_table
 from cqlmapper.models import Model
+from tests.integration.base import BaseCassEngTestCase
 
 
 class TestModel(Model):
diff --git a/tests/integration/model/test_updates.py b/tests/integration/model/test_updates.py
index ba52000..6e336f1 100644
--- a/tests/integration/model/test_updates.py
+++ b/tests/integration/model/test_updates.py
@@ -13,7 +13,6 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-from tests.integration.base import BaseCassEngTestCase
 from unittest.mock import patch
 from uuid import uuid4
 
@@ -22,6 +21,7 @@
 from cqlmapper.management import drop_table
 from cqlmapper.management import sync_table
 from cqlmapper.models import Model
+from tests.integration.base import BaseCassEngTestCase
 
 
 class TestUpdateModel(Model):
diff --git a/tests/integration/model/test_value_lists.py b/tests/integration/model/test_value_lists.py
index b973bfe..63c62a8 100644
--- a/tests/integration/model/test_value_lists.py
+++ b/tests/integration/model/test_value_lists.py
@@ -15,12 +15,11 @@
 # limitations under the License.
 import random
 
-from tests.integration.base import BaseCassEngTestCase
-
 from cqlmapper import columns
 from cqlmapper.management import drop_table
 from cqlmapper.management import sync_table
 from cqlmapper.models import Model
+from tests.integration.base import BaseCassEngTestCase
 
 
 class TestModel(Model):
diff --git a/tests/integration/query/test_datetime_queries.py b/tests/integration/query/test_datetime_queries.py
index 7f49195..b68d364 100644
--- a/tests/integration/query/test_datetime_queries.py
+++ b/tests/integration/query/test_datetime_queries.py
@@ -15,8 +15,6 @@
 # limitations under the License.
 from datetime import datetime
 from datetime import timedelta
-from tests.integration import execute_count
-from tests.integration.base import BaseCassEngTestCase
 from uuid import uuid4
 
 from cqlmapper import columns
@@ -24,6 +22,8 @@
 from cqlmapper.management import drop_table
 from cqlmapper.management import sync_table
 from cqlmapper.models import Model
+from tests.integration import execute_count
+from tests.integration.base import BaseCassEngTestCase
 
 
 class DateTimeQueryTestModel(Model):
diff --git a/tests/integration/query/test_queryoperators.py b/tests/integration/query/test_queryoperators.py
index ef710de..caaf714 100644
--- a/tests/integration/query/test_queryoperators.py
+++ b/tests/integration/query/test_queryoperators.py
@@ -14,8 +14,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 from datetime import datetime
-from tests.integration import execute_count
-from tests.integration.base import BaseCassEngTestCase
 
 from cqlmapper import columns
 from cqlmapper import functions
@@ -25,6 +23,8 @@
 from cqlmapper.models import Model
 from cqlmapper.operators import EqualsOperator
 from cqlmapper.statements import WhereClause
+from tests.integration import execute_count
+from tests.integration.base import BaseCassEngTestCase
 
 
 class TestQuerySetOperation(BaseCassEngTestCase):
diff --git a/tests/integration/query/test_updates.py b/tests/integration/query/test_updates.py
index 8a26ba5..e458bdc 100644
--- a/tests/integration/query/test_updates.py
+++ b/tests/integration/query/test_updates.py
@@ -13,9 +13,6 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-from tests.integration import execute_count
-from tests.integration import is_prepend_reversed
-from tests.integration.base import BaseCassEngTestCase
 from uuid import uuid4
 
 from cqlmapper import columns
@@ -23,6 +20,9 @@
 from cqlmapper.management import drop_table
 from cqlmapper.management import sync_table
 from cqlmapper.models import Model
+from tests.integration import execute_count
+from tests.integration import is_prepend_reversed
+from tests.integration.base import BaseCassEngTestCase
 
 
 class TestQueryUpdateModel(Model):
diff --git a/tests/integration/test_batch_query.py b/tests/integration/test_batch_query.py
index 138fc66..6e6eef8 100644
--- a/tests/integration/test_batch_query.py
+++ b/tests/integration/test_batch_query.py
@@ -15,8 +15,6 @@
 # limitations under the License.
 import warnings
 
-from tests.integration import execute_count
-from tests.integration.base import BaseCassEngTestCase
 from unittest import mock
 
 from cqlmapper import columns
@@ -25,6 +23,8 @@
 from cqlmapper.management import drop_table
 from cqlmapper.management import sync_table
 from cqlmapper.models import Model
+from tests.integration import execute_count
+from tests.integration.base import BaseCassEngTestCase
 
 
 class TestMultiKeyModel(Model):
diff --git a/tests/integration/test_consistency.py b/tests/integration/test_consistency.py
index defc362..bd597d2 100644
--- a/tests/integration/test_consistency.py
+++ b/tests/integration/test_consistency.py
@@ -13,7 +13,6 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-from tests.integration.base import BaseCassEngTestCase
 from unittest import mock
 from uuid import uuid4
 
@@ -28,6 +27,7 @@
 from cqlmapper.management import sync_table
 from cqlmapper.models import Model
 from cqlmapper.query_set import ModelQuerySet
+from tests.integration.base import BaseCassEngTestCase
 
 
 class TestConsistencyModel(Model):
diff --git a/tests/integration/test_timestamp.py b/tests/integration/test_timestamp.py
index 7bb2d8d..53cbead 100644
--- a/tests/integration/test_timestamp.py
+++ b/tests/integration/test_timestamp.py
@@ -17,8 +17,6 @@
 
 from datetime import datetime
 from datetime import timedelta
-from tests.integration.base import BaseCassEngTestCase
-from tests.integration.base import main
 from unittest import mock
 from uuid import uuid4
 
@@ -26,6 +24,8 @@
 from cqlmapper.batch import Batch
 from cqlmapper.management import sync_table
 from cqlmapper.models import Model
+from tests.integration.base import BaseCassEngTestCase
+from tests.integration.base import main
 
 
 class TestTimestampModel(Model):