Repositories list

• AIandGlobalDevelopmentLab.github.io

  Public
  Connector Website for AI & GLobal Development Lab (Main: aidevlab.org)

  SCSS

  •0 •1 •0 •0 •Updated Feb 4, 2026Feb 4, 2026

• WorldDev.2026.1073278

  Public
  Apache License 2.0

  •0 •1 •0 •0 •Updated Feb 2, 2026Feb 2, 2026

• eo-poverty-review

  Public
  Awesome papers on Earth Observation (EO), Machine Learning (ML), and Causal Inference (CI) [Edward Elgar Publishing]

  machine-learning ai geography + 3causal-inference earth-observation poverty

  TeX

  •0 •11 •0 •0 •Updated Jan 18, 2026Jan 18, 2026

• unshrink

  Public
  unshrink: post-hoc debiasing of machine learning predictions to reduce shrinkage-induced attenuation bias in downstream causal inference -- without requiring fr...

  causal-inference shrinkage tweedie + 1debiasing

  Jupyter Notebook

  •

  MIT License

  •0 •5 •1 •0 •Updated Dec 30, 2025Dec 30, 2025

• geopipe-software

  Public
  geopipe: Geospatial data pipeline framework for causal inference workflows

  Python

  •

  MIT License

  •0 •0 •0 •0 •Updated Dec 30, 2025Dec 30, 2025

• OneMapManyTrials

  Public
  Debiasing Machine Learning Predictions for Causal Inference Without Additional Ground Truth Data: "One Map, Many Trials" in Satellite-Driven Poverty Analysis

  Jupyter Notebook

  •0 •2 •0 •0 •Updated Dec 9, 2025Dec 9, 2025

• .github

  Public
  Special repository

  0 •0 •0 •0 •Updated Aug 19, 2025Aug 19, 2025

• .github-profile-

  Public
  Public Readme for the AI and Global Development Lab GitHub

  0 •0 •0 •0 •Updated Aug 18, 2025Aug 18, 2025

• causalimages-software

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

  machine-learning computer-vision causal-inference + 1biomedical-image-analysis

  R

  •

  Other

  •3 •8 •4 •0 •Updated Jul 21, 2025Jul 21, 2025

• TextDisentanglement

  Public
  Code for "Can Large Language Models (or Humans) Disentangle Text?" [NLP+ CSS 2024]

  0 •1 •0 •0 •Updated Jul 16, 2025Jul 16, 2025

• pci_tutorial

  Public
  PCI confounding tutorial

  GNU General Public License v3.0

  •0 •0 •0 •0 •Updated Jun 10, 2025Jun 10, 2025

• MattiasThesis10x

  Public
  10x-ing Mattias' Thesis

  0 •0 •1 •0 •Updated Apr 23, 2025Apr 23, 2025

• DHS-harmonisation

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

  R

  •0 •1 •1 •0 •Updated Mar 2, 2025Mar 2, 2025

• Africa-Urban-Rural-Map

  Public
  Generate LULC map of Africa with rural and urban classes

  Jupyter Notebook

  •1 •0 •0 •0 •Updated Nov 13, 2024Nov 13, 2024

• MultiScaler

  Public
  The Multiscaler Repo

  Jupyter Notebook

  •0 •1 •0 •0 •Updated Nov 2, 2024Nov 2, 2024

• CindyConlinThesis

  Public
  Repo for the master's thesis of Cindy Conlin, "Using Machine Learning and Daytime Satellite Imagery to Estimate Aid's Effect on Wealth: Comparing China and Worl...

  R

  •0 •1 •0 •0 •Updated Jul 11, 2024Jul 11, 2024

• TreatmentLeakage

  Public
  GNU General Public License v3.0

  •0 •0 •0 •0 •Updated Mar 31, 2024Mar 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"

  Jupyter Notebook

  •7 •6 •4 •0 •Updated Feb 5, 2024Feb 5, 2024

• EOML-for-India

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

  Jupyter Notebook

  •0 •3 •0 •0 •Updated Apr 23, 2023Apr 23, 2023