diff --git a/python/__init__.py b/python/__init__.py
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diff --git a/python/requirements.txt b/python/requirements.txt
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+++ b/python/requirements.txt
@@ -0,0 +1,5 @@
+coverage==4.0.3
+nose==1.3.7
+nosexcover==1.0.10
+python-coveralls==2.6.0
+PyYAML==3.11
diff --git a/python/stochastic/__init__.py b/python/stochastic/__init__.py
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diff --git a/python/2_Stochastic_Algorithms/adaptive_random_search.py b/python/stochastic/adaptive_random_search.py
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diff --git a/python/stochastic/tests/__init__.py b/python/stochastic/tests/__init__.py
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diff --git a/python/2_Stochastic_Algorithms/adaptive_random_search_tests.py b/python/stochastic/tests/adaptive_random_search_tests.py
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