mfyumsak/LANL_Earthquake_Prediction

🌍 Earthquake Time to Failure Prediction

This Streamlit web app predicts the time remaining until the next earthquake failure based on acoustic signal segments.

🔍 Project Description

The dataset comes from the LANL Earthquake Prediction competition on Kaggle. It contains segments of seismic signals (acoustic_data) and corresponding times to failure (time_to_failure).

This app uses a trained Random Forest Regressor model to estimate the time remaining until the next earthquake from each signal segment.

📦 Features

• —Select from pre-loaded acoustic data segments
• —Get real-time predictions for time_to_failure
• —Download the selected acoustic segment as CSV

🚀 How to Use

1. 1.Launch the app:

   streamlit run app.py