diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000000000000000000000000000000000000..7855d9700b7e0e4f5b16622191bda23ee565d4cd
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,9 @@
+BayesValidRox/BayesInference/__pycache__/Discrepancy.cpython-36.pyc
+BayesValidRox/surrogate_models/__pycache__/Exploration.cpython-36.pyc
+BayesValidRox/tests/AnalyticalFunction/AnalyticFunc_Results.pkl
+BayesValidRox/tests/AnalyticalFunction/Outputs_Bayes_Calib/
+BayesValidRox/tests/AnalyticalFunction/Outputs_PostPorecessing/
+BayesValidRox/tests/AnalyticalFunction/Outputs_sequential_BayesOptDesign/
+BayesValidRox/tests/AnalyticalFunction/Outputs_sequential_alphabetic/
+BayesValidRox/tests/AnalyticalFunction/Polynomials/
+BayesValidRox/tests/AnalyticalFunction/__pycache__/