diff --git a/README.md b/README.md
index 944aeed..f57ec43 100644
--- a/README.md
+++ b/README.md
@@ -6,5 +6,4 @@ Go to www.pawnalyze.com to see the results of the code/simulations in action.
 - Send a pull request if you find and squash any bugs!
 
 #### TODO:
-- Make visualization code more automated (right not I have it in a notebook that I don't push to the GH repo)
-- Cache model predictions in a dictionary to save time (this didn't dop anything useful)
\ No newline at end of file
+- Make visualization code more automated (right not I have it in a notebook that I don't push to the GH repo)
\ No newline at end of file