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geo-learn

This is a collection scripts and tools intended to provide a template on how to integrate and apply Scikit-Learn with ArcGIS Pro. The tools distributed enable access to various machine learning algorithms through scripting tools in the geo-learn toolbox. The tools largely work by passing geographic coordinates and related data to be clustered or analyzed to help with spatial analysis tasks, data reduction, or cartography. In addition, the tool sets include regression analysis tools for exploring different Scikit-Learn model's ability to provide predictive analysis.

geodata-science-learning-path

curriculum for learning Geodata Science ( Spatial Data Science)

geog2021

Geog 2021 Environmental Remote Sensing

geopandas

Python tools for geographic data

geopython

Geopandas and Shapely

geospatial_course_example

This is an example of part of the intermediate Geospatial Python Course

gis-programming-roadmap

One stop shop for all your GIS Programming needs

git-intro-workshop

Git Intro Tutorial

image-processing-in-python

Play around with Pixel in Python

leaflet-kml

🌎Leaflet KML layer plugin

learning_python

Source material for Python Like You Mean it

lidar-raster-data-in-python

Contains the exercises for the Lidar Raster Data in Python Module of Earth Analytics Course

makingartisticmapswithpython

Making maps with Python

mangrovestructure

Tools for calculating mangrove forest structure

ml4eo-bootcamp-2021

Machine Learning for Earth Observation Training of Trainers Bootcamp

nearshorebathymetryplugin

Qgis plugin to estimate nearshore bathymetry using multispectral images

nyc-2018-scikit-sprint

NYC scikit-learn sprint (Sep 2018)

odm

A command line toolkit to generate maps, point clouds, 3D models and DEMs from drone, balloon or kite images.

open-geo-tutorial

Tutorial of fundamental remote sensing and GIS methodologies using open source software in python

opentopodl

Programmatic access to OpenTopography data via Python

osmnx

OSMnx: Python for street networks. Retrieve, construct, analyze, and visualize street networks from OpenStreetMap.

osmnx-examples

Examples demonstrating the usage of OSMnx

photos-to-map

Takes a folder location of geotagged photos and creates a simple web map to display them

potdoc

a GUI interface for pandoc written in python and tkinter

pydatanyc2014

"Analyzing Satellite Images With Python Scientific Stack" by Milos Miljkovic

pyproj

python interface to PROJ4 library for cartographic transformations

pysheds

:earth_americas: Simple and fast watershed delineation in python.

python-for-gis-progression-path

Progression path for a GIS analyst who wants to become proficient in using Python for GIS: from apprentice to guru

pythonfromspace

Python Examples for Remote Sensing

qgis-plugin-produce-training-samples-for-deep-learning