diff --git a/ci/run_tests.sh b/ci/run_tests.sh
index 0e4c01a59..41baa033b 100755
--- a/ci/run_tests.sh
+++ b/ci/run_tests.sh
@@ -10,8 +10,7 @@ echo "Run the tests"
 # Change into an innocuous directory and find tests from installation
 mkdir for_testing
 cd for_testing
-# We need the setup.cfg for the pytest settings
-cp ../setup.cfg .
+
 # No figure windows for mpl; quote to hide : from travis-ci yaml parsing
 echo "backend : agg" > matplotlibrc
 if [ "$COVERAGE" == "1" ] || [ "$COVERAGE" == true ]; then
diff --git a/ci/travis/script.sh b/ci/travis/script.sh
index c45df9f13..eab03c61a 100755
--- a/ci/travis/script.sh
+++ b/ci/travis/script.sh
@@ -12,12 +12,10 @@ fi
 
 # Install and test FURY
 cd ${TRAVIS_BUILD_DIR}
-python3 setup.py install
+pip install .
 # Change folder
 mkdir for_testing
 cd for_testing
-# We need the setup.cfg for the pytest settings
-cp ../setup.cfg .
 python3 -c "import fury; print(fury.__version__)"
 error_code=0