diff --git a/.gitignore b/.gitignore
index a9e45ba..93f9edb 100644
--- a/.gitignore
+++ b/.gitignore
@@ -9,6 +9,7 @@ results
 *.csv
 *.txt
 simulations/.ipynb_checkpoints
+dist/SimCAD-0.1.tar.gz
 
 build
 SimCAD.egg-info
\ No newline at end of file
diff --git a/README.md b/README.md
index a5c1aa7..b56fea1 100644
--- a/README.md
+++ b/README.md
@@ -19,7 +19,7 @@ A/B testing policies, monte carlo analysis and other common numerical methods is
 **1. Install Dependencies:**
 ```bash
 pip install -r requirements.txt
-pip install -e .
+python3 setup.py sdist bdist_wheel
 ```
 
 **2. Configure Simulation:**
@@ -33,25 +33,19 @@ Examples:
 **3. Import SimCAD & Run Simulation:**
 
 Example:
-`/demos/sim_test.py` or `test.ipynb`
+`/simulations/sim_test.py` or `/simulations/test.ipynb`
 
 ```python
 import pandas as pd
 from tabulate import tabulate
 
-
-# The following imports NEED to be in the exact same order
-
+# The following imports NEED to be in the exact order
 from SimCAD.engine import ExecutionMode, ExecutionContext, Executor
-from simulations.validation import config1, config2
+from validation import config1, config2
 from SimCAD import configs
 
-
-# ToDo: pass ExecutionContext with execution method as ExecutionContext input
-
 exec_mode = ExecutionMode()
 
-
 print("Simulation Execution 1")
 print()
 first_config = [configs[0]] # from config1
@@ -59,7 +53,6 @@ single_proc_ctx = ExecutionContext(context=exec_mode.single_proc)
 run1 = Executor(exec_context=single_proc_ctx, configs=first_config)
 run1_raw_result, tensor_field = run1.main()
 result = pd.DataFrame(run1_raw_result)
-
 print()
 print("Tensor Field:")
 print(tabulate(tensor_field, headers='keys', tablefmt='psql'))
diff --git a/dist/SimCAD-0.1-py3-none-any.whl b/dist/SimCAD-0.1-py3-none-any.whl
index 070c329..10b79b5 100644
Binary files a/dist/SimCAD-0.1-py3-none-any.whl and b/dist/SimCAD-0.1-py3-none-any.whl differ
diff --git a/dist/SimCAD-0.1.tar.gz b/dist/SimCAD-0.1.tar.gz
deleted file mode 100644
index fa62ddc..0000000
Binary files a/dist/SimCAD-0.1.tar.gz and /dev/null differ
diff --git a/simulations/sim_test.py b/simulations/sim_test.py
index ae58ba4..3a18378 100644
--- a/simulations/sim_test.py
+++ b/simulations/sim_test.py
@@ -3,12 +3,11 @@ from tabulate import tabulate
 
 # The following imports NEED to be in the exact order
 from SimCAD.engine import ExecutionMode, ExecutionContext, Executor
-from simulations.validation import config1, config2
+from validation import config1, config2
 from SimCAD import configs
 
 exec_mode = ExecutionMode()
 
-
 print("Simulation Execution 1")
 print()
 first_config = [configs[0]] # from config1
@@ -34,4 +33,4 @@ for raw_result, tensor_field in run2.main():
     print(tabulate(tensor_field, headers='keys', tablefmt='psql'))
     print("Output:")
     print(tabulate(result, headers='keys', tablefmt='psql'))
-    print()
\ No newline at end of file
+    print()
diff --git a/simulations/test.ipynb b/simulations/test.ipynb
index b281b65..8f8415a 100644
--- a/simulations/test.ipynb
+++ b/simulations/test.ipynb
@@ -7,6 +7,7 @@
    "outputs": [],
    "source": [
     "import pandas as pd\n",
+    "from tabulate import tabulate\n",
     "\n",
     "# The following imports NEED to be in the exact order\n",
     "from SimCAD.engine import ExecutionMode, ExecutionContext, Executor\n",