updated model card

README.md

@@ -2,13 +2,18 @@
 library_name: keras
 tags:
 - structured-data-classification
-- timeseries
+- time-series
 - anomaly-detection
 ---
 
 ## Model description
 
-More information needed
+Timeseries anomaly detection using an Autoencoder
+
+This repo contains the model and the notebook to this [Keras example on Timeseries anomaly detection using an Autoencoder.](https://keras.io/examples/timeseries/timeseries_anomaly_detection/)
+
+Full credits to: [Pavithra Vijay](https://github.com/pavithrasv)
+
 
 ## Intended uses & limitations