diff --git a/.github/workflows/main.yaml b/.github/workflows/main.yaml
new file mode 100644
index 00000000..b1a4fe7b
--- /dev/null
+++ b/.github/workflows/main.yaml
@@ -0,0 +1,40 @@
+name: CI
+
+on:
+  push:
+    branches: "*"
+  pull_request:
+    branches: master
+
+jobs:
+  test:
+    name: ${{ matrix.CONDA_ENV }}-pytest
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        CONDA_ENV: [py37, py38, py37z]
+    steps:
+      - name: APT
+        run: sudo apt-get install liblzo2-dev libsnappy-dev
+
+      - name: Checkout
+        uses: actions/checkout@v2
+
+      - name: Setup Miniconda
+        uses: conda-incubator/setup-miniconda@v2
+        with:
+          auto-update-conda: true
+          auto-activate-base: false
+          activate-environment: test_env
+          environment-file: ci/environment-${{ matrix.CONDA_ENV }}.yml
+
+      - name: pip-install
+        shell: bash -l {0}
+        run: |
+          pip install -e . --no-deps
+
+      - name: Run Tests
+        shell: bash -l {0}
+        run: |
+          pytest --verbose --cov=fastparquet
diff --git a/.github/workflows/pypipublish.yaml b/.github/workflows/pypipublish.yaml
new file mode 100644
index 00000000..7cd5ba58
--- /dev/null
+++ b/.github/workflows/pypipublish.yaml
@@ -0,0 +1,26 @@
+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.x"
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install setuptools setuptools-scm wheel twine
+      - name: Build and publish
+        env:
+          TWINE_USERNAME: ${{ secrets.PYPI_USERNAME }}
+          TWINE_PASSWORD: ${{ secrets.PYPI_PASSWORD }}
+        run: |
+          python setup.py sdist bdist_wheel
+          twine upload dist/*
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 4fbf3d7a..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,27 +0,0 @@
-dist: bionic
-sudo: false
-language: python
-
-addons:
-  apt:
-    packages:
-      - liblzo2-dev
-      - libsnappy-dev
-
-python:
-  - 3.6
-  - 3.7
-  - 3.8
-
-matrix:
-  include:
-    - python: 3.7
-      env: TOXENV=alternate-zstd
-
-install:
-  - pip install tox tox-travis
-
-script: tox
-
-notifications:
-  email: false
diff --git a/ci/environment-py37.yml b/ci/environment-py37.yml
new file mode 100644
index 00000000..b82a1ff7
--- /dev/null
+++ b/ci/environment-py37.yml
@@ -0,0 +1,23 @@
+name: test_env
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - python=3.7
+  - brotli
+  - bson
+  - lz4
+  - lzo
+  - snappy
+  - zstandard
+  - pytest
+  - numba
+  - cython
+  - pandas
+  - dask
+  - pytest-cov
+  - thrift
+  - numpy
+  - packaging
+  - six
+  - python-snappy
diff --git a/ci/environment-py37z.yml b/ci/environment-py37z.yml
new file mode 100644
index 00000000..754cfb7b
--- /dev/null
+++ b/ci/environment-py37z.yml
@@ -0,0 +1,23 @@
+name: test_env
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - python=3.7
+  - brotli
+  - bson
+  - lz4
+  - lzo
+  - snappy
+  - zstd
+  - pytest
+  - numba
+  - cython
+  - pandas
+  - dask
+  - pytest-cov
+  - thrift
+  - numpy
+  - packaging
+  - six
+  - python-snappy
diff --git a/ci/environment-py38.yml b/ci/environment-py38.yml
new file mode 100644
index 00000000..02d9bdeb
--- /dev/null
+++ b/ci/environment-py38.yml
@@ -0,0 +1,23 @@
+name: test_env
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - python=3.8
+  - brotli
+  - bson
+  - lz4
+  - lzo
+  - snappy
+  - zstandard
+  - pytest
+  - numba
+  - cython
+  - pandas
+  - dask
+  - pytest-cov
+  - thrift
+  - numpy
+  - packaging
+  - six
+  - python-snappy
diff --git a/tox.ini b/tox.ini
deleted file mode 100644
index 779c25ee..00000000
--- a/tox.ini
+++ /dev/null
@@ -1,22 +0,0 @@
-[tox]
-envlist = py36, py37, py38, alternate-zstd
-usedevelop = true
-skip_missing_interpreters = true
-
-[toxenv]
-deps =
-    -e {toxinidir}[brotli,bson,lz4,lzo,snappy,zstandard]
-    pytest
-passenv = *
-commands = pytest {posargs:fastparquet/test}
-
-[testenv:alternate-zstd]
-basepython = python3.7
-deps =
-    -e {toxinidir}[brotli,bson,lz4,lzo,snappy,zstd]
-    pytest
-commands = pytest {posargs:fastparquet/test}
-
-[pytest]
-addopts = -vv
-filterwarnings = always::DeprecationWarning