AI and Global Development Lab
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eo-poverty-review
eo-poverty-review PublicDirectory of papers on Earth Observation (EO), Machine Learning (ML), and Causal Inference (CI)
TeX 7
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causalimages-software
causalimages-software Publiccausalimages: An R package for performing causal inference with image and image sequence data
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EOML-for-India
EOML-for-India PublicUsing satellite images and deep learning to measure health and living standards in India
Jupyter Notebook 3
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temporal-eo-wealth
temporal-eo-wealth PublicOfficial code repository for IJCAI 2023 paper "Time series of satellite imagery improve deep learning estimates of neighborhood-level poverty in Africa"
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DHS-harmonisation
DHS-harmonisation PublicWrapper to Hans Ekbrand's globallivingconditions R package for harmonising DHS survey data
R 1
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TextDisentanglement
TextDisentanglement PublicCode for "Can Large Language Models (or Humans) Disentangle Text?"
Repositories
- eo-poverty-review Public
Directory of papers on Earth Observation (EO), Machine Learning (ML), and Causal Inference (CI)
AIandGlobalDevelopmentLab/eo-poverty-review’s past year of commit activity - CindyConlinThesis Public
AIandGlobalDevelopmentLab/CindyConlinThesis’s past year of commit activity - TreatmentLeakage Public
AIandGlobalDevelopmentLab/TreatmentLeakage’s past year of commit activity - temporal-eo-wealth Public
Official code repository for IJCAI 2023 paper "Time series of satellite imagery improve deep learning estimates of neighborhood-level poverty in Africa"
AIandGlobalDevelopmentLab/temporal-eo-wealth’s past year of commit activity - DHS-harmonisation Public
Wrapper to Hans Ekbrand's globallivingconditions R package for harmonising DHS survey data
AIandGlobalDevelopmentLab/DHS-harmonisation’s past year of commit activity - causalimages-software Public
causalimages: An R package for performing causal inference with image and image sequence data
AIandGlobalDevelopmentLab/causalimages-software’s past year of commit activity - EOML-for-India Public
Using satellite images and deep learning to measure health and living standards in India
AIandGlobalDevelopmentLab/EOML-for-India’s past year of commit activity