Welcome to ShallowLearn

ShallowLearn is a Python package designed for shallow water imaging and machine learning applications using satellite imagery. It leverages statistical machine learning techniques to preprocess, analyze, and interpret imagery data for environmental and geospatial research.

Key Features

• Shallow Water Analysis: Specialized tools for shallow water imaging.
• Machine Learning Integration: Prebuilt modules for statistical and explainable ML techniques.
• Satellite Imagery Processing: End-to-end workflows for downloading, preprocessing, and analyzing satellite data.
• Visualization Dashboards: Interactive tools for exploring and visualizing results.

Getting Started

• Installation
• Quickstart Guide
• API Reference

Explore the documentation for tutorials, usage examples, and detailed API references.