Merge branch 'master' of https://github.com/zhiyongc/GRU-D

README.md

@@ -1 +1,22 @@
-# 
+# Code of Re-implementing the methodology in the paper:
+## Recurrent Neural Networks for Multivariate Time Series with Missing Values
+
+This method can be used for dealing with time series with missing values, especially for time series with non-fixed time intervals.
+
+### Environment
+* Python 3.6.1
+* PyTorch 0.3.0
+
+### Cite
+```
+@article{che2018recurrent,
+  title={Recurrent neural networks for multivariate time series with missing values},
+  author={Che, Zhengping and Purushotham, Sanjay and Cho, Kyunghyun and Sontag, David and Liu, Yan},
+  journal={Scientific reports},
+  volume={8},
+  number={1},
+  pages={6085},
+  year={2018},
+  publisher={Nature Publishing Group}
+}
+```