docs: update model card

README.md

@@ -1,3 +1,50 @@
 ---
 license: unknown
+datasets:
+- SauravMaheshkar/contact-primary-school
+metrics:
+- accuracy
+- precision
+- f1
+pipeline_tag: graph-ml
 ---
+
+## Model Details
+
+### Model Sources
+
+- **Repository:** [ubc-systopia/CATWalk](https://github.com/ubc-systopia/CATWalk)
+- **Paper:** https://huggingface.co/papers/2306.11147
+
+### Direct Use
+This model should only be used for testing using the ["full neighbour finder" for details refer here](https://github.com/ubc-systopia/CATWalk/blob/78e2180d94b9485b7fd1c194fba65ad466b006e3/main.py#L154C94-L154C114)
+
+## Training Details
+
+### Training Data
+
+- **Dataset:** [SauravMaheshkar/contact-primary-school](https://huggingface.co/datasets/SauravMaheshkar/contact-primary-school)  
+- **Dataset Source:** [Simplicial Closure and higher-order link prediction](https://huggingface.co/papers/1802.06916)
+
+## Citation
+
+**BibTeX:**
+
+```lang-misc
+@misc{behrouz2023catwalk,
+      title={CAT-Walk: Inductive Hypergraph Learning via Set Walks}, 
+      author={Ali Behrouz and Farnoosh Hashemi and Sadaf Sadeghian and Margo Seltzer},
+      year={2023},
+      eprint={2306.11147},
+      archivePrefix={arXiv},
+      primaryClass={cs.LG}
+}
+```
+
+## Model Card Authors
+
+* [@SauravMaheshkar](https://huggingface.co/SauravMaheshkar)
+
+## Model Card Contact
+
+* [@SauravMaheshkar](https://huggingface.co/SauravMaheshkar)