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README.md

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+# Monkey Sterilization Prediction Model
+
+This repository contains a trained `LinearRegression` model to predict the number of monkeys sterilized per year based on historical data.
+
+## Model Details
+
+*   **Model Type:** Linear Regression
+*   **Input:** Year (numeric)
+*   **Output:** Predicted number of monkeys sterilized
+*   **Training Data:** Provided in the `Monkey.xlsx` file.
+
+## Files
+
+*   `linear_regression_model.pkl`: The saved scikit-learn Linear Regression model object.
+
+## Usage
+
+You can load this model using `joblib` and make predictions:
+
+```python
+import joblib
+from huggingface_hub import hf_hub_download
+
+model_path = hf_hub_download(repo_id="Chama99/monkey-sterilization-model", filename="linear_regression_model.pkl")
+model = joblib.load(model_path)
+
+# Example prediction for year 2030
+predicted_sterilized = model.predict([[2030]])
+print(f"Predicted sterilized monkeys in 2030: {int(predicted_sterilized[0])}")
+```