diff --git a/.coveragerc b/.coveragerc
new file mode 100644
index 00000000..04f3905a
--- /dev/null
+++ b/.coveragerc
@@ -0,0 +1,27 @@
+# .coveragerc to control coverage.py
+[run]
+source = flarestack
+omit =
+    flarestack/analyses/*
+    flarestack/misc/*
+    flarestack/data/icecube/*
+    flarestack/cluster/make_desy_cluster_script.py
+    flarestack/icecube_utils/reference_sensitivity.py
+
+[report]
+# Regexes for lines to exclude from consideration
+exclude_lines =
+    # Have to re-enable the standard pragma
+    pragma: no cover
+
+    # Don't complain about missing debug-only code:
+    def __repr__
+    if self\.debug
+
+    # Don't complain if tests don't hit defensive assertion code:
+    raise AssertionError
+    raise NotImplementedError
+
+    # Don't complain if non-runnable code isn't run:
+    if 0:
+    if __name__ == .__main__.:
\ No newline at end of file
diff --git a/.travis.yml b/.travis.yml
index 19f45c2f..ec2036cf 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -20,7 +20,7 @@ matrix:
         - libopenblas-base
         - libopenblas-dev
 script:
-  - coverage run --source flarestack/ --omit flarestack/analyses --omit flarestack/misc --omit flarestack/data/icecube --omit flarestack/cluster/make_desy_cluster_script.py -m unittest discover tests/
+  - coverage run -m unittest discover tests/
 after_success:
   - coveralls
 notifications: