Update README.md

README.md

@@ -1,3 +1,52 @@
+---
+language: en
+license: apache-2.0
+tags:
+- tabular
+- regression
+- autogluon
+metrics:
+- rmse
+---
+
 # AutoGluon Tabular Model
 
 This is a regression model trained to predict grade scores.
+
+## Usage
+
+```python
+from autogluon.tabular import TabularPredictor
+from huggingface_hub import snapshot_download
+import pandas as pd
+
+model_dir = snapshot_download(repo_id="DeltaSatellite1/grade_prediction")
+predictor = TabularPredictor.load(model_dir)
+
+# Example DataFrame
+df = pd.DataFrame([{
+    "weighted gpa":3.6,
+    "term gpa":3.5,
+    "class grade": 90,
+    "assigned date":"9/22/2025",
+    "due date":"9/29/2025",
+    "field":"Math",
+    "field average (%)": 90,
+    "category":"Test",
+    "category weight":0.7,
+    "category average":90,
+    "daily hours available":9,
+    "days before due":9,
+    "difficulty":"High",
+    "field proficiency":"High",
+    "teacher experience": "High",
+    "work day positivity": "High",
+    "incentive":"High",
+    "confidence":"High",
+    "attendence":"High",
+    "participation":"High",
+    "procrastination": "high"
+}])
+
+# Example prediction
+print(predictor.predict(df))