Update README.md

README.md

 # MLHC2018_SequenceTransformerNetworks
 
+
+Code for the experiments run in: 
+Jeeheh Oh, Jiaxuan Wang, Jenna Wiens. “Learning to Exploit Invariances in Clinical Time-Series Data Using Sequence Transformer Networks.” Machine Learning for Healthcare Conference, 2018.
+
+SeqTN_functions.py
+* HP_search()
+* test()
+* train()
+* SeqTN() : Sequence Transformer Networks
+* CNN() : the baseline CNN
+
+Data can be downloaded here: https://mimic.physionet.org/
+Data can be preprocessed via code found here: https://github.com/YerevaNN/mimic3-benchmarks
+