info about requeriments

README.md

@@ -17,6 +17,21 @@ The model was evaluated on a test set and achieved:
 - **Accuracy**: 0.6778
 - **AUC**: 0.7314
 
+## Requirements
+
+This project requires the following libraries:
+
+- `scikit-learn==1.7.0`
+- `spacy==3.7.2`
+- `joblib>=1.3.0`
+- `pt_core_news_sm` (downloadable from [here](https://github.com/explosion/spacy-models/releases/download/pt_core_news_sm-3.7.0/pt_core_news_sm-3.7.0-py3-none-any.whl))
+
+Install the dependencies using the `requirements.txt` file:
+
+```bash
+pip install -r requirements.txt
+```
+
 ## Usage
 
 ```python
@@ -51,4 +66,5 @@ probability = model.predict_proba([processed_text])[0][1]
 
 print(f"Texto: {text}")
 print(f"É misógino: {'Sim' if prediction == 1 else 'Não'}")
-print(f"Probabilidade: {probability:.4f}")
+print(f"Probabilidade: {probability:.4f}")
+```