Repositories list

• unshrink

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

  causal-inferenceshrinkagetweedie+ 1

  causal-inferenceshrinkagetweediedebiasing

  Jupyter Notebook

  •

  MIT License

  •0•7•1•0•Updated Mar 22, 2026Mar 22, 2026

• 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-learningaigeography+ 3

  machine-learningaigeographycausal-inferenceearth-observationpoverty

  TeX

  •0•12•0•0•Updated Jan 18, 2026Jan 18, 2026

• 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-learningcomputer-visioncausal-inference+ 1

  machine-learningcomputer-visioncausal-inferencebiomedical-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•7•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