GIS243

Pinned Repositories

accessible-poverty-estimates
Exploring accessible methods and data to estimate poverty
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africa_poverty
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africa_poverty_clean
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Basic-Python-for-Meteorology
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Belize_ML_2022
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big-data-poverty-estimation
Develop machine learning models for poverty estimation
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CTV_2017_JPAM
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data
Some commonly used geospatial datasets
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Google-Earth-Engine-Python
This includes GEE python codes for processing and implementing remote sensing data.
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handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
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GIS243's Repositories

GIS243/africa_poverty
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GIS243/accessible-poverty-estimates
Exploring accessible methods and data to estimate poverty
Language:TeX0 0 00
GIS243/africa_poverty_clean
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GIS243/Basic-Python-for-Meteorology
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GIS243/Belize_ML_2022
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GIS243/big-data-poverty-estimation
Develop machine learning models for poverty estimation
Language:Jupyter Notebook0 0 00
GIS243/CTV_2017_JPAM
Language:R00
GIS243/data
Some commonly used geospatial datasets
Language:Jupyter Notebook0 0 00
GIS243/Google-Earth-Engine-Python
This includes GEE python codes for processing and implementing remote sensing data.
Language:Jupyter Notebook0 0 00
GIS243/handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
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GIS243/hello-world
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GIS243/lhvpetecon-surface
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GIS243/Mapping-Poverty-With-Satellite-Images
Thesis project to map poverty based on satellite images and deep learning
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GIS243/NicoKnowsTech
Config files for my GitHub profile.
GIS243/ph-poverty-mapping
Mapping Philippine Poverty using Machine Learning, Satellite Imagery, and Crowd-sourced Geospatial Information
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GIS243/predicting-poverty-replication
A Python3 and PyTorch replication of Jean et al. (2016). Original paper Github: https://github.com/nealjean/predicting-poverty
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GIS243/Predicting_Poverty
Poverty Prediction by Satellite Images using Deep Learning
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GIS243/projects
https://analyticsariel.com/
GIS243/pyGIS
pyGIS is an online textbook covering all the core geospatial functionality available in Python. This includes handling vector and raster data, satellite remote sensing, machine learning and deep learning applications. -- Under Development --
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GIS243/RDHonest-vStata
Stata package for RDHonest, for R version, see https://github.com/kolesarm/RDHonest/
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GIS243/satimage
Code and models for the manuscript "Predicting Poverty and Developmental Statistics from Satellite Images using Multi-task Deep Learning"
GIS243/temporal-eo-wealth
Official code repository for IJCAI 2023 paper "Time series of satellite imagery improve deep learning estimates of neighborhood-level poverty in Africa"