diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..9f2e848
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,2 @@
+.DS_Store
+__pycache__/
diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index 38e2c73..21c30cf 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -2,11 +2,8 @@
 <project version="4">
   <component name="ChangeListManager">
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-      <change beforePath="$PROJECT_DIR$/skeLCS/OfflineEnvironment.py" beforeDir="false" afterPath="$PROJECT_DIR$/skeLCS/OfflineEnvironment.py" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/skeLCS/eLCS.py" beforeDir="false" afterPath="$PROJECT_DIR$/skeLCS/eLCS.py" afterDir="false" />
+      <change afterPath="$PROJECT_DIR$/setup.py" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
     </list>
     <option name="EXCLUDED_CONVERTED_TO_IGNORED" value="true" />
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@@ -20,34 +17,10 @@
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@@ -55,56 +28,15 @@
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-      <file pinned="false" current-in-tab="false">
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-        <entry file="file://$PROJECT_DIR$/skeLCS/DynamicNPArray.py">
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-      <file pinned="false" current-in-tab="false">
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-          </provider>
-        </entry>
-      </file>
-      <file pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/skeLCS/OfflineEnvironment.py">
+      <file pinned="false" current-in-tab="true">
+        <entry file="file://$PROJECT_DIR$/setup.py">
           <provider selected="true" editor-type-id="text-editor">
-            <state>
-              <caret column="48" selection-start-column="48" selection-end-column="48" />
+            <state relative-caret-position="390">
+              <caret line="26" column="1" lean-forward="true" selection-start-line="26" selection-start-column="1" selection-end-line="26" selection-end-column="1" />
             </state>
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-      <file pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/skeLCS/Prediction.py">
-          <provider selected="true" editor-type-id="text-editor" />
-        </entry>
-      </file>
-      <file pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/skeLCS/Timer.py">
-          <provider selected="true" editor-type-id="text-editor" />
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@@ -202,11 +134,11 @@
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         <option value="$PROJECT_DIR$/skeLCS/Classifier.py" />
         <option value="$PROJECT_DIR$/skeLCS/ClassifierSet.py" />
+        <option value="$PROJECT_DIR$/setup.py" />
       </list>
     </option>
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@@ -503,14 +435,11 @@
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       <workItem from="1585411677654" duration="3777000" />
-      <workItem from="1585416656680" duration="5319000" />
+      <workItem from="1585416656680" duration="7731000" />
     </task>
     <servers />
   </component>
   <component name="TestHistory">
-    <history-entry file="Unittests_for_test_eLCS_Test_eLCS - 2020.03.28 at 15h 02m 55s.xml">
-      <configuration name="Unittests for test_eLCS.Test_eLCS" configurationId="tests" />
-    </history-entry>
     <history-entry file="Unittests_for_test_eLCS_Test_eLCS - 2020.03.28 at 15h 04m 21s.xml">
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@@ -538,20 +467,23 @@
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       <configuration name="Unittests for test_DataCleanup.TestDataCleanup" configurationId="tests" />
     </history-entry>
+    <history-entry file="Unittests_in_test - 2020.03.28 at 15h 10m 23s.xml">
+      <configuration name="Unittests in test" configurationId="tests" />
+    </history-entry>
   </component>
   <component name="TimeTrackingManager">
-    <option name="totallyTimeSpent" value="508809000" />
+    <option name="totallyTimeSpent" value="511221000" />
   </component>
   <component name="ToolWindowManager">
-    <frame x="-6" y="23" width="1610" height="975" extended-state="0" />
+    <frame x="0" y="23" width="1610" height="975" extended-state="0" />
     <editor active="true" />
     <layout>
-      <window_info content_ui="combo" id="Project" order="0" visible="true" weight="0.17857143" />
+      <window_info active="true" content_ui="combo" id="Project" order="0" visible="true" weight="0.17857143" />
       <window_info id="Structure" order="1" weight="0.25" />
       <window_info id="Favorites" order="2" side_tool="true" weight="0.32967034" />
       <window_info anchor="bottom" id="Message" order="0" />
       <window_info anchor="bottom" id="Find" order="1" />
-      <window_info active="true" anchor="bottom" id="Run" order="2" visible="true" weight="0.36240092" />
+      <window_info anchor="bottom" id="Run" order="2" visible="true" weight="0.36240092" />
       <window_info anchor="bottom" id="Debug" order="3" weight="0.3997735" />
       <window_info anchor="bottom" id="Cvs" order="4" weight="0.25" />
       <window_info anchor="bottom" id="Inspection" order="5" weight="0.4" />
@@ -586,7 +518,6 @@
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   </component>
   <component name="editorHistoryManager">
-    <entry file="file://$PROJECT_DIR$/Test_DynamicNPArray.py" />
     <entry file="file://$PROJECT_DIR$/Test_ListArray.py" />
     <entry file="file://$PROJECT_DIR$/../../../../Sophomore/SophomoreSpring/NetworkFleetOptimization.py" />
     <entry file="file://$PROJECT_DIR$/DataSets/Real/Multiplexer11.csv" />
@@ -767,30 +698,50 @@
         </state>
       </provider>
     </entry>
+    <entry file="file://$PROJECT_DIR$/skeLCS/__init__.py">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="165">
+          <caret line="11" lean-forward="true" selection-start-line="11" selection-end-line="11" />
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+            <element signature="e#1251#1291#0" expanded="true" />
+          </folding>
+        </state>
+      </provider>
+    </entry>
     <entry file="file://$PROJECT_DIR$/skeLCS/ClassAccuracy.py">
       <provider selected="true" editor-type-id="text-editor" />
     </entry>
-    <entry file="file://$PROJECT_DIR$/skeLCS/IterationRecord.py">
+    <entry file="file://$PROJECT_DIR$/skeLCS/Classifier.py">
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+            <element signature="e#0#13#0" expanded="true" />
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-    <entry file="file://$PROJECT_DIR$/skeLCS/OfflineEnvironment.py">
+    <entry file="file://$PROJECT_DIR$/skeLCS/ClassifierSet.py">
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+    <entry file="file://$PROJECT_DIR$/skeLCS/DataManagement.py">
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@@ -803,46 +754,33 @@
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-    </entry>
-    <entry file="file://$PROJECT_DIR$/skeLCS/Classifier.py">
+    <entry file="file://$PROJECT_DIR$/skeLCS/OfflineEnvironment.py">
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+      <provider selected="true" editor-type-id="text-editor" />
     </entry>
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+    <entry file="file://$PROJECT_DIR$/skeLCS/Timer.py">
+      <provider selected="true" editor-type-id="text-editor" />
+    </entry>
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diff --git a/setup.cfg b/setup.cfg
new file mode 100644
index 0000000..b88034e
--- /dev/null
+++ b/setup.cfg
@@ -0,0 +1,2 @@
+[metadata]
+description-file = README.md
diff --git a/setup.py b/setup.py
new file mode 100644
index 0000000..df6f730
--- /dev/null
+++ b/setup.py
@@ -0,0 +1,27 @@
+from distutils.core import setup
+setup(
+  name = 'scikit-eLCS',
+  packages = ['skeLCS'],
+  version = '1.0',
+  license='License :: OSI Approved :: GNU GPL v3.0',
+  description = 'Educational Learning Classifier System',
+  author = 'Robert Zhang, Ryan J. Urbanowicz',
+  author_email = 'robertzh@seas.upenn.edu,ryanurb@upenn.edu',
+  url = 'https://github.com/UrbsLab/scikit-eLCS',
+  download_url = 'https://github.com/user/reponame/archive/v_01.tar.gz',
+  keywords = ['machine learning','data analysis','data science','learning classifier systems'],
+  install_requires=['numpy','pandas'],
+  classifiers=[
+    'Development Status :: 5 - Production/Stable',
+    'Intended Audience :: Developers',
+    'Intended Audience :: Information Technology',
+    'Intended Audience :: Science/Research',
+    'Topic :: Utilities',
+    'License :: OSI Approved :: GNU GPL v3.0',
+    'Programming Language :: Python :: 3',
+    'Programming Language :: Python :: 3.4',
+    'Programming Language :: Python :: 3.5',
+    'Programming Language :: Python :: 3.6',
+    'Programming Language :: Python :: 3.7',
+  ],
+)
\ No newline at end of file
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deleted file mode 100644
index 4986c9a..0000000
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deleted file mode 100644
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diff --git a/skeLCS/__pycache__/Prediction.cpython-37.pyc b/skeLCS/__pycache__/Prediction.cpython-37.pyc
deleted file mode 100644
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deleted file mode 100644
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diff --git a/skeLCS/__pycache__/__init__.cpython-37.pyc b/skeLCS/__pycache__/__init__.cpython-37.pyc
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diff --git a/skeLCS/__pycache__/eLCS.cpython-37.pyc b/skeLCS/__pycache__/eLCS.cpython-37.pyc
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