acdick
diff --git a/‎README.md
+13-2 b/‎README.md
+13-2
diff --git a/‎Plots/01_Battleship_Board_Solution.png ‎img/01_Battleship_Board_Solution.png b/‎Plots/01_Battleship_Board_Solution.png ‎img/01_Battleship_Board_Solution.png
diff --git a/‎Plots/02_Battleship_Random_Guess_51.png ‎img/02_Battleship_Random_Guess_51.png b/‎Plots/02_Battleship_Random_Guess_51.png ‎img/02_Battleship_Random_Guess_51.png
diff --git a/‎Plots/03_Random_Accuracy_53.png ‎img/03_Random_Accuracy_53.png b/‎Plots/03_Random_Accuracy_53.png ‎img/03_Random_Accuracy_53.png
diff --git a/‎Plots/04_Generation_001.png ‎img/04_Generation_001.png b/‎Plots/04_Generation_001.png ‎img/04_Generation_001.png
diff --git a/‎Plots/05_Generation_002.png ‎img/05_Generation_002.png b/‎Plots/05_Generation_002.png ‎img/05_Generation_002.png
diff --git a/‎Plots/06_Generation_155.png ‎img/06_Generation_155.png b/‎Plots/06_Generation_155.png ‎img/06_Generation_155.png
diff --git a/‎Plots/07_Stats_10.png ‎img/07_Stats_10.png b/‎Plots/07_Stats_10.png ‎img/07_Stats_10.png
diff --git a/‎Plots/08_Stats_155.png ‎img/08_Stats_155.png b/‎Plots/08_Stats_155.png ‎img/08_Stats_155.png
diff --git a/‎Plots/09_Convergence.png ‎img/09_Convergence.png b/‎Plots/09_Convergence.png ‎img/09_Convergence.png
diff --git a/‎Plots/10_Performance.png ‎img/10_Performance.png b/‎Plots/10_Performance.png ‎img/10_Performance.png
diff --git a/‎Source/battleship.py ‎src/battleship.py b/‎Source/battleship.py ‎src/battleship.py
diff --git a/‎Source/genetic_algorithm.py ‎src/genetic_algorithm.py b/‎Source/genetic_algorithm.py ‎src/genetic_algorithm.py
diff --git a/‎Source/genetic_algorithm_battleship.ipynb ‎src/genetic_algorithm_battleship.ipynb b/‎Source/genetic_algorithm_battleship.ipynb ‎src/genetic_algorithm_battleship.ipynb
@@ -1,4 +1,15 @@
 # Understanding Genetic Algorithms
-Solving a Battleship Board Game as an Optimization Problem
+## Solving a Battleship Board Game as an Optimization Problem
 
-https://towardsdatascience.com/understanding-genetic-algorithms-cd556e9089cb
+* [Read the full story on Towards Data Science, a Medium publication](https://towardsdatascience.com/understanding-genetic-algorithms-cd556e9089cb?source=friends_link&sk=70e5b098ef167ff2d1132396ab441030)
+
+![01 Board Solution](/img/01_Battleship_Board_Solution.png)
+![02 Random Guess](/img/02_Battleship_Random_Guess_51.png)
+![03 Random Accuracy](/img/03_Random_Accuracy_53.png)
+![04 Generation 001](/img/04_Generation_001.png)
+![05 Generation 002](/img/05_Generation_002.png)
+![06 Generation 003](/img/06_Generation_155.png)
+![07 Statistics 010](/img/07_Stats_10.png)
+![08 Statistics 155](/img/08_Stats_155.png)
+![09 Convergence](/img/09_Convergence.png)
+![10 Performance](/img/10_Performance.png)