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@AIandGlobalDevelopmentLab

AI and Global Development Lab

The vision of the lab is to combine AI and earth observation to analyse the causes and consequences of human development

Popular repositories Loading

  1. eo-poverty-review eo-poverty-review Public

    Directory of papers on Earth Observation (EO), Machine Learning (ML), and Causal Inference (CI)

    TeX 7

  2. causalimages-software causalimages-software Public

    causalimages: An R package for performing causal inference with image and image sequence data

    R 5 3

  3. temporal-eo-wealth 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"

    Jupyter Notebook 4 4

  4. EOML-for-India EOML-for-India Public

    Using satellite images and deep learning to measure health and living standards in India

    Jupyter Notebook 3

  5. DHS-harmonisation DHS-harmonisation Public

    Wrapper to Hans Ekbrand's globallivingconditions R package for harmonising DHS survey data

    R 1

  6. TextDisentanglement TextDisentanglement Public

    Code for "Can Large Language Models (or Humans) Disentangle Text?"

    1

Repositories

Showing 9 of 9 repositories
  • Africa-Urban-Rural-Map Public

    Generate LULC map of Africa with rural and urban classes

    AIandGlobalDevelopmentLab/Africa-Urban-Rural-Map’s past year of commit activity
    Jupyter Notebook 0 1 0 0 Updated Nov 13, 2024
  • 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
    TeX 7 0 0 0 Updated Sep 28, 2024
  • CindyConlinThesis Public
    AIandGlobalDevelopmentLab/CindyConlinThesis’s past year of commit activity
    R 1 0 0 0 Updated Jul 11, 2024
  • TextDisentanglement Public

    Code for "Can Large Language Models (or Humans) Disentangle Text?"

    AIandGlobalDevelopmentLab/TextDisentanglement’s past year of commit activity
    1 0 0 0 Updated Jun 9, 2024
  • TreatmentLeakage Public
    AIandGlobalDevelopmentLab/TreatmentLeakage’s past year of commit activity
    0 GPL-3.0 0 0 0 Updated Mar 31, 2024
  • 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
    Jupyter Notebook 4 4 4 0 Updated Feb 5, 2024
  • 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
    R 1 0 0 0 Updated Dec 14, 2023
  • 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
    R 5 GPL-2.0 3 1 0 Updated Oct 7, 2023
  • 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
    Jupyter Notebook 3 0 0 0 Updated Apr 23, 2023

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