Update README.md

README.md

@@ -52,6 +52,11 @@ The data set is split into 1500 tetra-peptides in the train set, 400 in validati
 Each peptide in the train set is simulated for 50ns using classical molecular dynamics and the
 water is simulated using an implicit water model. Each other peptide is simulated for 500ns.
 
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+## Model training and checkpoints
+Model checkpoints and config files are also included, and source code for training the model can be found [here](https://github.com/microsoft/timewarp).
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+
 ## Responsible AI FAQ
 - What is Timewarp? 
      - Timewarp is a neural network that predicts the future 3D positions of a small peptide (2- 4 amino acids) based on its current state. It is a research project that investigates using deep learning to accelerate molecular dynamics simulations.