Well Test Validation

Well Test Validation is currently a POC requested by PDO to see if we can make the use of Machine Learning models to be able to identify valid/invalid well tests

Structure

• web consists of the Streamlit User Interface to interact with the trained models.

The interface includes:

• Text fields to enter the features
• Prediction result
• SHAP plots

How to run?

For both methods, remember first to put the classification_RF_model.sav and regression_RF_model.sav files to web/models/Approach2b/saved_models folder.

Using Docker:

• Make sure that the docker service is running.

• in the root directory run docker-compose up -d

• web can be accessed from: localhost:8501