diff --git a/README.md b/README.md
index 7bde39a..634e69b 100755
--- a/README.md
+++ b/README.md
@@ -54,9 +54,9 @@ You can see more examples github flow and feel free to contribute!
-## TODO
+## To-do:
-* implement algorithm from this paper speedup branch and test it. It should be faster than current algo;
+* implement algorithm from this paper (speedup branch) and test it. It should be faster than current algo;
* write more real world examples (may be as an article);
* think about parallelisation of the calcs (on GPU or CPU).