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 # Introduction
-This folder contains code for Athos - an end-to-end compiler from TensorFlow to a variety of secure computation protocols.
+This folder contains the code for Athos - an end-to-end compiler from TensorFlow to a variety of secure computation protocols.
 
 # Requirements/Setup 
 Below we list some of the packages required to get Athos up and running. This is a non-exhaustive list and we only mention the packages on which the system has been tested so far. This will be updated in due time with more information on requirements.