Upload README.md

README.md

@@ -248,6 +248,12 @@ The performance and feature importance for the prediction targets are detailed b
 - **Real-time Model Retraining**:
   Develop an interface or mechanism for users to upload new patient data and retrain the model seamlessly, keeping it up-to-date with the latest insights.
 
+### Associated Space
+
+Check out the interactive demo of this model on Hugging Face Spaces:  
+[![Spaces: FibroPred Demo](https://huggingface.co/datasets/huggingface/badges/raw/main/open-in-space-sm-dark.svg)](https://huggingface.co/spaces/amonfortc/FibroPred)
+
+
 ---
 
 This README provides a comprehensive guide to understanding and using the **FibroPred** predictive system effectively.