Machine Learning based Ground Motion Model - Tutorial

Description

Welcome to the Ground Motion Modeling tutorial repository. This repository provides a simple step-by-step guide to developing and evaluating Machine Learning (ML)-based Ground Motion Models (GMMs) using Python. By walking through Jupyter Notebooks, you will explore practices for processing seismic data, applying feature selection, handling outliers, and training ML-based GMMs.

Requirements

• Python 3.8 or higher
• Jupyter Notebook / JupyterLab environment

Installation

# Clone the repository
git clone https://github.com/kurannn/gmm_ml_tutorial.git

# Go to repository
cd gmm_ml_tutorial

# Install the required dependencies
pip install -r requirements.txt

Contacts

• Fahrettin Kuran - kuraneqe@gmail.com

Thanks