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python_geo_course's Introduction

Using Python for GIS and Machine Learning

This repository contains notebooks and powerpoint for "GIS, Data Science & Python" workshop at MinneWebCon on April 24, 2018.

Getting Started

We will be using a python(3) stack using notebooks.

Anaconda โ€“ Jupyter Notebook - https://www.anaconda.com/download

Good Idea to use a virtual environment: https://virtualenv.pypa.io/en/stable/installation/ virtualenv geoenv

source activate geoenv

source deactivate

Python Modules: GeoPandas: http://geopandas.org/install.html

Shapely: https://pypi.org/project/Shapely/

Pyproj: https://pypi.org/project/pyproj/

Fiona: https://pypi.org/project/Fiona/

Geopy: https://pypi.org/project/geopy/

Proximity Hash: https://github.com/ashwin711/proximityhash

Geohash: https://github.com/vinsci/geohash

Sklearn: http://scikit-learn.org/stable/install.html

Folium: http://folium.readthedocs.io/en/latest/installing.html

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