diff --git a/README.md b/README.md
index e965047..fb783ef 100644
--- a/README.md
+++ b/README.md
@@ -1 +1,5 @@
-Hello
+# CSE 5819 Final Project
+
+`Imbalanced_01.ipynb` contains a 2d test dataset and shows how to run and plot three relevant methods.
+
+`Challenge_01.ipynb` tries to use the PHM08 dataset (`Challenge_Data` directory), results are not great.