diff --git a/README.md b/README.md
index ae85bd7..d916b35 100755
--- a/README.md
+++ b/README.md
@@ -30,11 +30,11 @@ Model inputs (x):
 Encoder output (y):
 * Two 1xN one-hot encoded classification vectors that predicts sample type and treatment applied.
 
-To run encoding, use `python train.py`. This is subject to change later when the decoder is actually operational and there is a need to distinguish the training code file names.
+To run encoding, use `python train_encoder.py`. This is subject to change later when the decoder is actually operational and there is a need to distinguish the training code file names.
 
 ### Decoding
 
-Work in progress
+To run decoding, use `python decodertest.py`. This is subject to change later as this is only a "test" version of the decoder training workflow.
 
 ### Model evaluation tool