Metadata-Version: 2.1
Name: SeisAug
Version: 1.0.1
Summary: A Comprehensive Data Augmentation Python Toolkit for Deep Learning.
Home-page: https://github.com/ISR-AIML/SeisAug
Author: ISR-AIML
Author-email: isr3aiml@gmail.com
Keywords: Seismology,Earthquakes,Deep Learning,Data Augmentation
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
Requires-Dist: obspy
Requires-Dist: matplotlib
Requires-Dist: scipy (~=1.10.0)
Requires-Dist: jupyter
Requires-Dist: ipywidgets
Requires-Dist: numpy

# SeisAug: A Comprehensive Data Augmentation Python Toolkit for Deep Learning

The **SeisAug** toolkit addresses a significant challenge in seismological studies: the limited availability of region- and depth-specific labeled data. This scarcity poses a preliminary drawback when applying deep learning and machine learning techniques. To enhance model performance, we propose data augmentation as a simple yet effective solution.

## Introduction

SeisAug is a Python package designed to facilitate data augmentation for seismology and earthquake-related deep learning tasks.

## Features

* Supports various data augmentation techniques
* Easy to use and integrate with existing workflows
* Compatible with popular deep learning frameworks

## Installation

```bash
pip install seisaug

[email]: isr3aiml@gmail.com
