diff --git a/.circleci/config.yml b/.circleci/config.yml
deleted file mode 100644
index b0fa1525..00000000
--- a/.circleci/config.yml
+++ /dev/null
@@ -1,67 +0,0 @@
-version: 2
-
-main: &main
-    machine: true
-    steps:
-      - checkout
-      - run:
-          command: docker pull dorowu/ubuntu-desktop-lxde-vnc:trusty
-      - run:
-          name: Install system packages
-          command: |
-            sudo apt-get update
-            sudo apt-get install libpulse-dev
-            sudo apt-get install libegl1-mesa
-      - run:
-          command: ./.circleci/install.sh
-      - run:
-          command: ./.circleci/test-pyqt5.sh
-      - run:
-          command: ./.circleci/test-pyside2.sh
-      - run:
-          command: ./.circleci/test-pyqt4.sh
-      - run:
-          command: ./.circleci/test-pyside.sh
-      - run:
-          command: ./.circleci/coverage.sh
-
-jobs:
-  python2.7:
-    <<: *main
-    environment:
-      - PYTHON_VERSION: "2.7"
-      - USE_CONDA: "Yes"
-
-  python3.5:
-    <<: *main
-    environment:
-      - PYTHON_VERSION: "3.5"
-      - USE_CONDA: "Yes"
-
-  python3.6:
-    <<: *main
-    environment:
-      - PYTHON_VERSION: "3.6"
-      - USE_CONDA: "Yes"
-
-  python2.7-pip:
-    <<: *main
-    environment:
-      - PYTHON_VERSION: "2.7"
-      - USE_CONDA: "No"
-
-  python3.6-pip:
-    <<: *main
-    environment:
-      - PYTHON_VERSION: "3.6"
-      - USE_CONDA: "No"
-
-workflows:
-  version: 2
-  build_and_test:
-    jobs:
-      - python2.7
-      - python3.5
-      - python3.6
-      - python2.7-pip
-      - python3.6-pip
diff --git a/.circleci/install.sh b/.circleci/install.sh
deleted file mode 100755
index c51c2df7..00000000
--- a/.circleci/install.sh
+++ /dev/null
@@ -1,19 +0,0 @@
-#!/bin/bash -ex
-
-export TRAVIS_OS_NAME="linux"
-export CONDA_DEPENDENCIES_FLAGS="--quiet"
-export CONDA_DEPENDENCIES="pytest pytest-cov mock"
-export PIP_DEPENDENCIES="coveralls"
-
-# Download and install miniconda and conda/pip dependencies
-# with astropy helpers
-echo -e "PYTHON = $PYTHON_VERSION \n============"
-git clone git://github.com/astropy/ci-helpers.git > /dev/null
-source ci-helpers/travis/setup_conda_$TRAVIS_OS_NAME.sh
-
-# Activate conda
-source $HOME/miniconda/etc/profile.d/conda.sh
-conda activate test
-
-# Install the package in develop mode
-pip install -e .
diff --git a/.circleci/test-pyqt4.sh b/.circleci/test-pyqt4.sh
deleted file mode 100755
index b38caf11..00000000
--- a/.circleci/test-pyqt4.sh
+++ /dev/null
@@ -1,17 +0,0 @@
-#!/bin/bash -ex
-
-source $HOME/miniconda/etc/profile.d/conda.sh
-conda activate test
-
-if [ "$USE_CONDA" = "No" ]; then
-    exit 0
-elif [ "$PYTHON_VERSION" = "3.5" ]; then
-    # conda-forge doesn't provide packages for
-    # Python 3.5 anymore.
-    exit 0
-else
-    conda remove -q qt pyqt
-    conda install -q -c conda-forge qt=4.* pyqt=4.*
-fi
-
-python qtpy/tests/runtests.py
diff --git a/.circleci/test-pyqt5.sh b/.circleci/test-pyqt5.sh
deleted file mode 100755
index d614ec71..00000000
--- a/.circleci/test-pyqt5.sh
+++ /dev/null
@@ -1,28 +0,0 @@
-#!/bin/bash -ex
-
-source $HOME/miniconda/etc/profile.d/conda.sh
-conda activate test
-
-# Select build with QtMultimedia
-if [ "$PYTHON_VERSION" = "2.7" ]; then
-    export BUILD=py27h22d08a2_0
-elif [ "$PYTHON_VERSION" = "3.5" ]; then
-    export BUILD=py35h751905a_0
-else
-    export BUILD=py36h751905a_0
-fi
-
-if [ "$USE_CONDA" = "Yes" ]; then
-    conda install -q qt=5.* pyqt=5.9.2=$BUILD
-    conda install -q sip=4.19.8
-else
-    if [ "$PYTHON_VERSION" = "2.7" ]; then
-        # There are no pyqt5 wheels for Python 2
-        exit 0
-    else
-        # We are getting segfaults in 5.10
-        pip install -q pyqt5==5.9.2
-    fi
-fi
-
-python qtpy/tests/runtests.py
diff --git a/.circleci/test-pyside.sh b/.circleci/test-pyside.sh
deleted file mode 100755
index 65ef35af..00000000
--- a/.circleci/test-pyside.sh
+++ /dev/null
@@ -1,17 +0,0 @@
-#!/bin/bash -ex
-
-source $HOME/miniconda/etc/profile.d/conda.sh
-conda activate test
-
-if [ "$USE_CONDA" = "No" ]; then
-    exit 0
-elif [ "$PYTHON_VERSION" = "3.5" ]; then
-    # conda-forge doesn't provide packages for
-    # Python 3.5 anymore.
-    exit 0
-else
-    conda remove -q qt pyqt
-    conda install -q -c conda-forge qt=4.* pyside
-fi
-
-python qtpy/tests/runtests.py
diff --git a/.circleci/test-pyside2.sh b/.circleci/test-pyside2.sh
deleted file mode 100755
index 5afb72f5..00000000
--- a/.circleci/test-pyside2.sh
+++ /dev/null
@@ -1,18 +0,0 @@
-#!/bin/bash -ex
-
-source $HOME/miniconda/etc/profile.d/conda.sh
-conda activate test
-
-if [ "$USE_CONDA" = "Yes" ]; then
-    # There are no conda packages for PySide2
-    exit 0
-else
-    pip uninstall -q -y pyqt5 sip
-    # Simple solution to avoid failures with the
-    # Qt3D modules
-    pip install -q pyside2==5.12.3
-fi
-
-python qtpy/tests/runtests.py
-
-pip uninstall -y -q pyside2
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 00000000..6b17fee8
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,109 @@
+name: Tests
+
+on:
+  # This avoids having duplicate builds for a pull request
+  push:
+    branches:
+    - master
+  pull_request:
+    branches:
+    - master
+
+jobs:
+  linux:
+    name: Linux Py${{ matrix.PYTHON_VERSION }} conda=${{ matrix.USE_CONDA }}
+    runs-on: ubuntu-latest
+    env:
+      CI: True
+      PYTHON_VERSION: ${{ matrix.PYTHON_VERSION }}
+      USE_CONDA: ${{ matrix.USE_CONDA }}
+    strategy:
+      fail-fast: false
+      matrix:
+        PYTHON_VERSION: ['2.7', '3.6', '3.8']
+        USE_CONDA: ['Yes', 'No']
+    steps:
+      - name: Checkout branch
+        uses: actions/checkout@v2
+      - name: Install System Packages
+        run: |
+          sudo apt update
+          sudo apt install libpulse-dev
+          sudo apt install libegl1-mesa
+      - name: Install Conda
+        uses: conda-incubator/setup-miniconda@v2
+        with:
+           activate-environment: ''
+           auto-update-conda: true
+           auto-activate-base: false
+      - name: Test PyQt5
+        shell: bash -l {0}
+        run: |
+          eval "$(conda shell.bash hook)"
+          xvfb-run --auto-servernum bash -l ./.github/workflows/test-pyqt5.sh
+      - name: Test PySide2
+        shell: bash -l {0}
+        run: xvfb-run --auto-servernum bash -l ./.github/workflows/test-pyside2.sh
+      - name: Upload coverage
+        if: matrix.PYTHON_VERSION == '3.8'
+        shell: bash -l {0}
+        run: bash -l ./.github/workflows/coverage.sh
+
+  macos:
+    name: Mac Py${{ matrix.PYTHON_VERSION }} conda=${{ matrix.USE_CONDA }}
+    runs-on: macos-latest
+    env:
+      CI: True
+      PYTHON_VERSION: ${{ matrix.PYTHON_VERSION }}
+      USE_CONDA: ${{ matrix.USE_CONDA }}
+    strategy:
+      fail-fast: false
+      matrix:
+        PYTHON_VERSION: ['2.7', '3.6', '3.8']
+        USE_CONDA: ['Yes', 'No']
+        exclude:
+        - PYTHON_VERSION: '2.7'
+          USE_CONDA: 'Yes'
+    steps:
+      - name: Checkout branch
+        uses: actions/checkout@v2
+      - name: Install Conda
+        uses: conda-incubator/setup-miniconda@v2
+        with:
+           activate-environment: ''
+           auto-update-conda: true
+           auto-activate-base: false
+      - name: Test PyQt5
+        shell: bash -l {0}
+        run: bash -l ./.github/workflows/test-pyqt5.sh
+      - name: Test PySide2
+        shell: bash -l {0}
+        run: bash -l ./.github/workflows/test-pyside2.sh
+
+  windows:
+    name: Windows Py${{ matrix.PYTHON_VERSION }} conda=${{ matrix.USE_CONDA }}
+    runs-on: windows-latest
+    env:
+      CI: True
+      PYTHON_VERSION: ${{ matrix.PYTHON_VERSION }}
+      USE_CONDA: ${{ matrix.USE_CONDA }}
+    strategy:
+      fail-fast: false
+      matrix:
+        PYTHON_VERSION: ['2.7', '3.6', '3.8']
+        USE_CONDA: ['Yes', 'No']
+    steps:
+      - name: Checkout branch
+        uses: actions/checkout@v2
+      - name: Install Conda
+        uses: conda-incubator/setup-miniconda@v2
+        with:
+           activate-environment: ''
+           auto-update-conda: true
+           auto-activate-base: true
+      - name: Test PyQt5
+        shell: bash -l {0}
+        run: bash -l ./.github/workflows/test-pyqt5.sh
+      - name: Test PySide2
+        shell: bash -l {0}
+        run: bash -l ./.github/workflows/test-pyside2.sh
diff --git a/.circleci/coverage.sh b/.github/workflows/coverage.sh
similarity index 61%
rename from .circleci/coverage.sh
rename to .github/workflows/coverage.sh
index f9c4f704..f68ecb3e 100755
--- a/.circleci/coverage.sh
+++ b/.github/workflows/coverage.sh
@@ -1,9 +1,10 @@
 #!/bin/bash
 
-export COVERALLS_REPO_TOKEN="xh75EzxFFMoTEyNPo3wXxXv8OVkul3eE5"
-export PATH="$HOME/miniconda/bin:$PATH"
-source activate test
+eval "$(conda shell.bash hook)"
+conda deactivate
+conda activate test-pyqt5
 
+export COVERALLS_REPO_TOKEN="xh75EzxFFMoTEyNPo3wXxXv8OVkul3eE5"
 coveralls
 
 # Don't fail at this step
diff --git a/.github/workflows/test-pyqt5.sh b/.github/workflows/test-pyqt5.sh
new file mode 100755
index 00000000..678a3ec7
--- /dev/null
+++ b/.github/workflows/test-pyqt5.sh
@@ -0,0 +1,58 @@
+#!/bin/bash -ex
+
+# Create conda environment for this test
+conda create -n test-pyqt5
+conda activate test-pyqt5
+
+# Select build with QtMultimedia
+if [ "$(uname)" == "Darwin" ]; then
+
+    if [ "$PYTHON_VERSION" = "2.7" ]; then
+        export QT_VER=5.9
+    elif [ "$PYTHON_VERSION" = "3.6" ]; then
+        export QT_VER=5.12
+    else
+        export QT_VER=5.*
+    fi
+
+elif [ "$(expr substr $(uname -s) 1 5)" == "Linux" ]; then
+
+    if [ "$PYTHON_VERSION" = "2.7" ]; then
+        export QT_VER=5.9
+    elif [ "$PYTHON_VERSION" = "3.6" ]; then
+        export QT_VER=5.12
+    else
+        export QT_VER=5.*
+    fi
+
+else
+
+    if [ "$PYTHON_VERSION" = "2.7" ]; then
+        exit 0
+    elif [ "$PYTHON_VERSION" = "3.6" ]; then
+        export QT_VER=5.9
+    else
+        export QT_VER=5.*
+    fi
+
+fi
+
+if [ "$USE_CONDA" = "Yes" ]; then
+    conda install coveralls mock pytest pytest-cov python="$PYTHON_VERSION" -c conda-forge -q
+    conda install -q qt=$QT_VER pyqt=$QT_VER -c conda-forge -q
+else
+    if [ "$PYTHON_VERSION" = "2.7" ]; then
+        # There are no pyqt5 wheels for Python 2
+        exit 0
+    else
+        # We are getting segfaults in 5.10
+        conda install coveralls mock pytest pytest-cov python="$PYTHON_VERSION" -c anaconda -q
+        pip install -q pyqt5 PyQtWebEngine
+    fi
+fi
+
+# Install package
+python -m pip install -e .
+
+# Run tests
+python qtpy/tests/runtests.py
diff --git a/.github/workflows/test-pyside2.sh b/.github/workflows/test-pyside2.sh
new file mode 100755
index 00000000..f5e1c271
--- /dev/null
+++ b/.github/workflows/test-pyside2.sh
@@ -0,0 +1,23 @@
+#!/bin/bash -ex
+
+# Create conda environment for this test
+conda create -n test-pyside2
+conda activate test-pyside2
+
+if [ "$USE_CONDA" = "Yes" ]; then
+    # There are no conda packages for PySide2
+    exit 0
+elif [ "$PYTHON_VERSION" != "3.6" ] && [ "$RUNNER_OS" = "Windows" ]; then
+    # There is no wheel for PySide 5.12 on Windows and Python 2.7 or 3.8
+    exit 0
+else
+    # Simple solution to avoid failures with the Qt3D modules
+    conda install coveralls mock pytest pytest-cov python="$PYTHON_VERSION" -c conda-forge -q
+    pip install -q pyside2==5.12
+fi
+
+# Install package
+python -m pip install -e .
+
+# Run tests
+python qtpy/tests/runtests.py
diff --git a/.gitignore b/.gitignore
index 9f30b4e8..2aa984af 100644
--- a/.gitignore
+++ b/.gitignore
@@ -36,4 +36,7 @@ toread.md
 .chache
 .idea/
 
+# Macos
+*.DS_Store
+
 # End of File
diff --git a/AUTHORS.md b/AUTHORS.md
index a6b4d15e..cb19d7b5 100644
--- a/AUTHORS.md
+++ b/AUTHORS.md
@@ -1,16 +1,17 @@
-Maintainer
-==========
+# Authors
 
-Gonzalo Peña-Castellanos ([@goanpeca](http://github.com/goanpeca))
+## Maintainer
 
-Main Authors
-============
+Spyder Development Team ([Spyder-IDE](http://github.com/spyder-ide))
+
+
+## Main Authors
 
 * Colin Duquesnoy ([@ColinDuquesnoy](http://github.com/ColinDuquesnoy))
 
-* [The Spyder Development Team](https://github.com/spyder-ide/spyder/graphs/contributors)
+* [The QtPy Contributors](https://github.com/spyder-ide/qtpy/graphs/contributors)
+
 
-Contributors
-============
+## Contributors
 
-* Thomas Robitaille ([@astrofrog](http://www.github.com/astrofrog))
\ No newline at end of file
+* Thomas Robitaille ([@astrofrog](http://www.github.com/astrofrog))
diff --git a/README.md b/README.md
index 24fd048c..22f3d008 100644
--- a/README.md
+++ b/README.md
@@ -7,11 +7,10 @@
 [![OpenCollective Backers](https://opencollective.com/spyder/backers/badge.svg?color=blue)](#backers)
 [![Join the chat at https://gitter.im/spyder-ide/public](https://badges.gitter.im/spyder-ide/spyder.svg)](https://gitter.im/spyder-ide/public)<br>
 [![PyPI status](https://img.shields.io/pypi/status/qtpy.svg)](https://github.com/spyder-ide/qtpy)
-[![Build status](https://ci.appveyor.com/api/projects/status/62y6i02vhn4hefg0/branch/master?svg=true)](https://ci.appveyor.com/project/spyder-ide/qtpy/branch/master)
-[![CircleCI](https://circleci.com/gh/spyder-ide/qtpy.svg?style=shield)](https://circleci.com/gh/spyder-ide/qtpy)
+[![Github build status](https://github.com/spyder-ide/qtpy/workflows/Tests/badge.svg)](https://github.com/spyder-ide/qtpy/actions)
 [![Coverage Status](https://coveralls.io/repos/github/spyder-ide/qtpy/badge.svg?branch=master)](https://coveralls.io/github/spyder-ide/qtpy?branch=master)
 
-*Copyright © 2009–2019 The Spyder Development Team*
+*Copyright © 2009–2021 The Spyder Development Team*
 
 
 ## Description
diff --git a/appveyor.yml b/appveyor.yml
deleted file mode 100644
index 5869caa7..00000000
--- a/appveyor.yml
+++ /dev/null
@@ -1,56 +0,0 @@
-# https://ci.appveyor.com/project/goanpeca/qtpy
-
-branches:
-  only:
-    - master
-
-environment:
-  global:
-      PYTHON: "C:\\conda"
-      CMD_IN_ENV: "cmd /E:ON /V:ON /C .\\ci-helpers\\appveyor\\windows_sdk.cmd"
-      PYTHON_ARCH: "64" # needs to be set for CMD_IN_ENV to succeed. If a mix
-                        # of 32 bit and 64 bit builds are needed, move this
-                        # to the matrix section.
-
-  matrix:
-    # Qt4
-    - PYTHON_VERSION: "2.7"
-      CONDA_DEPENDENCIES: "pytest pytest-cov mock qt=4.* pyside"
-    - PYTHON_VERSION: "2.7"
-      CONDA_DEPENDENCIES: "pytest pytest-cov mock qt=4.* pyqt=4.*"
-    - PYTHON_VERSION: "3.5"
-      CONDA_DEPENDENCIES: "pytest pytest-cov mock qt=4.* pyqt=4.*"
-    # Qt5
-    - PYTHON_VERSION: "2.7"
-      CONDA_DEPENDENCIES: "pytest pytest-cov mock qt=5.* pyqt=5.*"
-    - PYTHON_VERSION: "3.5"
-      CONDA_DEPENDENCIES: "pytest pytest-cov mock qt=5.* pyqt=5.*"
-    - PYTHON_VERSION: "3.6"
-      CONDA_DEPENDENCIES: "pytest pytest-cov mock"
-      PIP_DEPENDENCIES: "pyqt5==5.9.2"
-      PIP_DEPENDENCIES_FLAGS: "-q"
-
-platform:
-    -x64
-
-install:
-    # If there is a newer build queued for the same PR, cancel this one.
-    # The AppVeyor 'rollout builds' option is supposed to serve the same
-    # purpose but it is problematic because it tends to cancel builds pushed
-    # directly to master instead of just PR builds (or the converse).
-    # credits: JuliaLang developers.
-    - ps: if ($env:APPVEYOR_PULL_REQUEST_NUMBER -and $env:APPVEYOR_BUILD_NUMBER -ne ((Invoke-RestMethod `
-        https://ci.appveyor.com/api/projects/$env:APPVEYOR_ACCOUNT_NAME/$env:APPVEYOR_PROJECT_SLUG/history?recordsNumber=50).builds | `
-        Where-Object pullRequestId -eq $env:APPVEYOR_PULL_REQUEST_NUMBER)[0].buildNumber) { `
-          throw "There are newer queued builds for this pull request, failing early." }
-    - "git clone git://github.com/astropy/ci-helpers.git"
-    - "powershell ci-helpers/appveyor/install-miniconda.ps1"
-    - "SET PATH=%PYTHON%;%PYTHON%\\Scripts;%PATH%"
-    - "activate test"
-    - "python setup.py develop"
-
-# Not a .NET project, we build in the install step instead
-build: false
-
-test_script:
-  - "%CMD_IN_ENV% python qtpy/tests/runtests.py"
diff --git a/qtpy/QtCore.py b/qtpy/QtCore.py
index a15ae3bf..d4bbd0d3 100644
--- a/qtpy/QtCore.py
+++ b/qtpy/QtCore.py
@@ -44,7 +44,7 @@
     from PyQt4.QtCore import QCoreApplication
     from PyQt4.QtCore import Qt
     from PyQt4.QtCore import pyqtSignal as Signal
-    from PyQt4.Qtcore import pyqtBoundSignal as SignalInstance
+    from PyQt4.QtCore import pyqtBoundSignal as SignalInstance
     from PyQt4.QtCore import pyqtSlot as Slot
     from PyQt4.QtCore import pyqtProperty as Property
     from PyQt4.QtGui import (QItemSelection, QItemSelectionModel,
diff --git a/qtpy/tests/test_patch_qcombobox.py b/qtpy/tests/test_patch_qcombobox.py
index fcafe56a..1e1f04a3 100644
--- a/qtpy/tests/test_patch_qcombobox.py
+++ b/qtpy/tests/test_patch_qcombobox.py
@@ -4,7 +4,7 @@
 import sys
 
 import pytest
-from qtpy import PYSIDE2, QtGui, QtWidgets
+from qtpy import PYQT5, PYSIDE2, QtGui, QtWidgets
 
 
 PY3 = sys.version[0] == "3"
@@ -86,8 +86,9 @@ def test_patched_qcombobox():
     assert widget.itemText(6) == 'f'
 
 
-@pytest.mark.skipif((PYSIDE2 and os.environ.get('CI', None) is not None),
-                    reason="It segfaults in our CIs with PYSIDE2")
+@pytest.mark.skipif(((PYSIDE2 or PYQT5)
+                     and os.environ.get('CI', None) is not None),
+                    reason="It segfaults in our CIs with PYSIDE2 or PYQT5")
 def test_model_item():
     """
     This is a regression test for an issue that caused the call to item(0)
diff --git a/qtpy/tests/test_qtcore.py b/qtpy/tests/test_qtcore.py
index c32bcafe..81c1e6c4 100644
--- a/qtpy/tests/test_qtcore.py
+++ b/qtpy/tests/test_qtcore.py
@@ -18,6 +18,8 @@ def test_DateTime_toPython():
     assert QtCore.QDateTime.toPython is not None
 
 
+@pytest.mark.skipif(PYSIDE2,
+                    reason="Doesn't seem to be present on PySide2")
 def test_QtCore_SignalInstance():
     class ClassWithSignal(QtCore.QObject):
         signal = QtCore.Signal()
diff --git a/qtpy/tests/test_qtmultimedia.py b/qtpy/tests/test_qtmultimedia.py
index 7fc5cf66..1fc7ec97 100644
--- a/qtpy/tests/test_qtmultimedia.py
+++ b/qtpy/tests/test_qtmultimedia.py
@@ -5,7 +5,7 @@
 import pytest
 
 
-@pytest.mark.skipif(os.name == 'nt' and sys.version_info[:2] == (3, 5),
+@pytest.mark.skipif(sys.version_info[0] == 3,
                     reason="Conda packages don't seem to include QtMultimedia")
 def test_qtmultimedia():
     """Test the qtpy.QtMultimedia namespace"""
diff --git a/qtpy/tests/test_qtmultimediawidgets.py b/qtpy/tests/test_qtmultimediawidgets.py
index 2bb52d51..bd659e51 100644
--- a/qtpy/tests/test_qtmultimediawidgets.py
+++ b/qtpy/tests/test_qtmultimediawidgets.py
@@ -6,7 +6,7 @@
 from qtpy import PYQT5, PYSIDE2
 
 @pytest.mark.skipif(not (PYQT5 or PYSIDE2), reason="Only available in Qt5 bindings")
-@pytest.mark.skipif(os.name == 'nt' and sys.version_info[:2] == (3, 5),
+@pytest.mark.skipif(sys.version_info[0] == 3,
                     reason="Conda packages don't seem to include QtMultimedia")
 def test_qtmultimediawidgets():
     """Test the qtpy.QtMultimediaWidgets namespace"""
diff --git a/qtpy/tests/test_uic.py b/qtpy/tests/test_uic.py
index 9a0fd280..9c885f7f 100644
--- a/qtpy/tests/test_uic.py
+++ b/qtpy/tests/test_uic.py
@@ -3,7 +3,7 @@
 import contextlib
 
 import pytest
-from qtpy import PYSIDE2, QtWidgets
+from qtpy import PYQT5, PYSIDE2, QtWidgets
 from qtpy.QtWidgets import QComboBox
 from qtpy import uic
 from qtpy.uic import loadUi
@@ -42,8 +42,9 @@ def get_qapp(icon_path=None):
     return qapp
 
 
-@pytest.mark.skipif((PYSIDE2 and os.environ.get('CI', None) is not None),
-                    reason="It segfaults in our CIs with PYSIDE2")
+@pytest.mark.skipif(((PYSIDE2 or PYQT5)
+                     and os.environ.get('CI', None) is not None),
+                    reason="It segfaults in our CIs with PYSIDE2 or PYQT5")
 def test_load_ui():
     """
     Make sure that the patched loadUi function behaves as expected with a
@@ -55,8 +56,9 @@ def test_load_ui():
     assert isinstance(ui.comboBox, QComboBox)
 
 
-@pytest.mark.skipif((PYSIDE2 and os.environ.get('CI', None) is not None),
-                    reason="It segfaults in our CIs with PYSIDE2")
+@pytest.mark.skipif(((PYSIDE2 or PYQT5)
+                     and os.environ.get('CI', None) is not None),
+                    reason="It segfaults in our CIs with PYSIDE2 or PYQT5")
 def test_load_ui_custom_auto(tmpdir):
     """
     Test that we can load a .ui file with custom widgets without having to
diff --git a/setup.py b/setup.py
index 439525f9..3b582d49 100644
--- a/setup.py
+++ b/setup.py
@@ -23,13 +23,14 @@
     name='QtPy',
     version=version_ns['__version__'],
     packages=find_packages(exclude=['contrib', 'docs', 'tests*']),
+    python_requires='>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*',
     keywords=["qt PyQt4 PyQt5 PySide"],
     url='https://github.com/spyder-ide/qtpy',
     license='MIT',
-    author='Colin Duquesnoy, The Spyder Development Team',
-    author_email='goanpeca@gmail.com',
-    maintainer='Gonzalo Peña-Castellanos',
-    maintainer_email='goanpeca@gmail.com',
+    author='Colin Duquesnoy and the Spyder Development Team',
+    author_email='spyder.python@gmail.com',
+    maintainer='Spyder Development Team and QtPy Contributors',
+    maintainer_email='spyder.python@gmail.com',
     description='Provides an abstraction layer on top of the various Qt '
                 'bindings (PyQt5, PyQt4 and PySide) and additional custom '
                 'QWidgets.',
@@ -45,7 +46,8 @@
         'Programming Language :: Python :: 2',
         'Programming Language :: Python :: 2.7',
         'Programming Language :: Python :: 3',
-        'Programming Language :: Python :: 3.3',
-        'Programming Language :: Python :: 3.4',
-        'Programming Language :: Python :: 3.5']
+        'Programming Language :: Python :: 3.6',
+        'Programming Language :: Python :: 3.7',
+        'Programming Language :: Python :: 3.8',
+        ]
 )