Welcome to mygeopackage

Introduction

Mygeopackage is designed for data mining and machine learning in GIS. The package provides basic tools to deal with common spatial data like GeoJSON or ESRI shapefile, and also tools to perform data processing and machine learning.

The package is based on Scikit-Learn module. Currently, the package supports three modules: data preprocessing, unsupervised machine learning and data mining.

The package also offers the functionality of interactive web map and GUI interface. The GUI interface is good for exploring spatial data and experiment on machine learning algorithms.

Python package for gis application

• Free software: MIT license
• Github repo: https://github.com/yungming0119/mygeopackage
• Documentation: https://yungming0119.github.io/mygeopackage

Features

• Convert geojson and ESRI shapefile to numpy array
• Interactive web map using ipyleaflet
• Data preprocessing: Standardized normalization
• Unsupervised machine learning: K-Means, DBSCAN
• Regression Analyis: OLS
• GUI interface for Jupyter Notebook

Credits

This package was created with Cookiecutter and the giswqs/pypackage project template.

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Last update: 2021-05-03