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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

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

    TeX 8

  2. causalimages-software causalimages-software Public

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

    R 6 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 5

  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

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