Reliable and Fair Causal Machine Learning for Sparse Subpopulations in NSDUH 2021–2023
-
Updated
Nov 26, 2025 - Jupyter Notebook
#
causal-ml
Here are 6 public repositories matching this topic...
"Causal Machine Learning for Cost-Effective Allocation of Electricity Aid" thesis for my Masters in Management and Digital Technologies at Ludwig-Maximillian Univeristy, Munich.
risk-assessment causal-inference resource-allocation decision-science machine-learning-models cost-optimization development-economics public-finance electricity-access causal-machine-learning treatment-effect-estimation budget-allocation causal-ml fund-allocation infrastructure-finance
-
Updated
Jan 26, 2026 - Python
Production-grade Causal Inference Engine using T-Learners (XGBoost) to optimize marketing ROI. Features: 3.2x Lift over random targeting, Behavior-Based Segmentation (Persuadables vs. Sleeping Dogs), and fully dockerized FastAPI/Streamlit architecture.
python docker machine-learning econometrics xgboost causal-inference uplift-modeling marketing-analytics policy-optimisation fastapi streamlit t-learner causal-ml behavioural-segmentation roi-optimisation
-
Updated
Jan 22, 2026 - Python
Code and data for my article 'The Economist's Guide to Causal Forests'
-
Updated
Jan 5, 2026 - R
Causal ML for drug discovery: treatment effect estimation, causal graphs, propensity score methods, and perturbation response prediction.
-
Updated
Jan 8, 2026 - Jupyter Notebook
Causal-AIRL: MSc research code + interactive demo. 23pp↑ cross-style policy agreement via latent Z deconfounding. MSc Data Science @ Edinburgh 2024-25.
data-science gridworld imitation-learning causal-inference inverse-reinforcement-learning msc-thesis airl edinburgh-university causal-ml
-
Updated
Jan 10, 2026 - Python
Improve this page
Add a description, image, and links to the causal-ml topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the causal-ml topic, visit your repo's landing page and select "manage topics."