Added author, date, usage

README.md

@@ -1,3 +1,35 @@
----
-license: mit
----
+---
+license: mit
+---
+
+# Orthogonal Model of Emotions
+
+## Author
+
+C.J. Pitchford
+
+## Published
+
+18 June 2025
+
+## Usage
+
+
+    # Load the model and vectorizer
+    def load_model_and_vectorizer(model_path='naive_bayes_model.pkl', vectorizer_path='vectorizer.pkl'):
+        model = joblib.load(model_path)
+        vectorizer = joblib.load(vectorizer_path)
+        return model, vectorizer
+
+    # Function to predict the label of a new text
+    def predict_label(text, model, vectorizer):
+        text_vec = vectorizer.transform([text])
+        prediction = model.predict(text_vec)
+        return prediction[0]
+
+    # Example usage
+    if __name__ == "__main__":
+        model, vectorizer = load_model_and_vectorizer()
+        new_text = "I really, really hope this works."
+        predicted_label = predict_label(new_text, model, vectorizer)
+        print(f'The predicted label for the text is: {predicted_label}')