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2017

Course materials of Automating GIS processes -course for year 2017, Department of Geosciences and Geography, Uni. Helsinki

aco-vrptw

Ant colony optimization for the Vehicle Routing Problem with Time Windows

auckland_python_workshop

Python for Climate and Meteorological Data Analysis and Visualisation

big_data_and_urban_computing_course

Course materials for big data and urban computing (2020 fall semester).

burn-severity-mapping-eo

This repository contains the Python code for the UN-SPIDER Recommended Practice on Burn Severity Mapping.

cspp_active_fire_noaa

This repo contains the python scripting for running the NOAA VIIRS active fire detection algorithm developed by Giglio, et al.

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

datasciencestudynotes

这个仓库保管从（数据科学学习手札69）开始的所有代码、数据等相关附件内容

deep-air

Predicting Air Pollution in Beijing, China using Deep Neural Nets

deep-learning-with-python

Deep learning codes and projects using Python

deep-residual-unet

ResUNet, a semantic segmentation model inspired by the deep residual learning and UNet. An architecture that take advantages from both(Residual and UNet) models.

earthengine-api

Python and JavaScript bindings for calling the Earth Engine API.

earthengine-deep-learning

Land Cover Classification based on Landsat-8 imagery from Google Earth Engine

earthengine-py-notebooks

A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping

eewpython

A series of Jupyter notebook to learn Google Earth Engine with Python

enmsdm

Faster, better, smarter ecological niche modeling and species distribution modeling

eo-learn

Earth observation processing framework for machine learning in Python

eo-learn-workshop

Bridging Earth Observation data and Machine Learning in Python

eye-in-the-sky

Satellite Image Classification using semantic segmentation methods in deep learning

file-geodatabase-api

FileGeodatabaseAPI_1.4 (1.4.0.183) The File Geodatabase C++ API for Windows, MacOS and Linux

fire-susceptibility-mapping

Deep learning models applied to fire susceptibility mapping.

firehr

foundations-for-analytics-with-python

gee-forest-analysis

Obtain GEE data for forest analysis via GEE python API

gee-landcoverclass

Object-based land cover classification with Support Vector Machine for Google Earth Engine

geemap

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets

geemmm

This repository stores the code for the Google Earth Engine Mangrove Mapping Methodology. It is best used by following the links located in the ReadMe file. The GEEMMM is owned and managed by Blue Ventures Conservation.

geet

Google Earth Engine Toolbox - Library to write small EE apps or big/complex apps with a lot less code.

geopython-lessons

Introduction to geoprocessing data with Python.

geothon

Series of GeoSpatial/GIS Python code examples (Python GIS CookBook)