--- a
+++ b/README.md
@@ -0,0 +1,9 @@
+This repo contains the analysis for the paper 
+["Interpretation of machine learning predictions for patient outcomes in electronic health records"](https://arxiv.org/abs/1903.12074)
+by William La Cava, Chris Bauer, Jason H. Moore, and Sarah A. Pendergrass.
+
+ - the `analysis/` folder contains the code to run the experiments. 
+ - the `notebooks/` folder contains the results analysis.
+ - the `results/` folder contains the raw results files.
+
+[Here is a link](https://drive.google.com/file/d/0B1iHrZwOcNdaLUNrdkJ6bEZlZm9xUXdOaTZ1clFtaEZlZHZv/view?usp=sharing) to my AMIA presentation.