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+++ b/README.md
@@ -1,2 +1,10 @@
-# pytorch-transformer-ts
-Collection of Transformer based PyTorch Time Series Models
+# Pytorch Transformer based Time Series 
+
+Collection of Transformer based PyTorch Time Series models in the `gluonts` API.
+
+## Prerequisite
+
+```shell
+pip3 install -U -r requirements.txt
+```
+