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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

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

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

    Jupyter Notebook 3

  4. 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 3 4

  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 8 of 8 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
    TeX 7 0 0 0 Updated Sep 28, 2024
  • 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
  • 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 3 4 2 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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