Ethereum fraud detection

adenirana · Apr 2, 2021 · acf59f7a3585fca1e5aaed8cec7aa556c1e7b9a1 · acf59f7
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diff --git a/.gitignore b/.gitignore
@@ -127,3 +127,8 @@ dmypy.json
 
 # Pyre type checker
 .pyre/
+
+
+.DS_Store
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+.idea/
diff --git a/README.md b/README.md
@@ -1,2 +1,4 @@
 # ethereum-fraud-detection
 This repository contains attempts of using MLP and SOM neural networks to detect fraud in ethereum transactions
+
+- Run the different notebooks on Jupyter
diff --git a/main.py b/main.py
@@ -0,0 +1,16 @@
+# This is a sample Python script.
+
+# Press ⌃R to execute it or replace it with your code.
+# Press Double ⇧ to search everywhere for classes, files, tool windows, actions, and settings.
+
+
+def print_hi(name):
+    # Use a breakpoint in the code line below to debug your script.
+    print(f'Hi, {name}')  # Press ⌘F8 to toggle the breakpoint.
+
+
+# Press the green button in the gutter to run the script.
+if __name__ == '__main__':
+    print_hi('PyCharm')
+
+# See PyCharm help at https://www.jetbrains.com/help/pycharm/
diff --git a/mlp/mlp-3L/confusion_matrix.png b/mlp/mlp-3L/confusion_matrix.png
diff --git a/mlp/mlp-3L/oversample-history.png b/mlp/mlp-3L/oversample-history.png
diff --git a/mlp/mlp-3L/oversampling-proof.png b/mlp/mlp-3L/oversampling-proof.png
diff --git a/mlp/mlp-4L/confusion_matrix.png b/mlp/mlp-4L/confusion_matrix.png
diff --git a/mlp/mlp-4L/history_plot.png b/mlp/mlp-4L/history_plot.png
diff --git a/mlp/mlp-5L/confusion_matrix.png b/mlp/mlp-5L/confusion_matrix.png
diff --git a/mlp/mlp-5L/plot1.png b/mlp/mlp-5L/plot1.png