microsoft / AdversarialGMM
Minimax Estimation of Conditional Moment Models
☆30Updated last year
Alternatives and similar repositories for AdversarialGMM:
Users that are interested in AdversarialGMM are comparing it to the libraries listed below
- Uncertainty in Conditional Average Treatment Effect Estimation☆31Updated 4 years ago
- python app for doing personalized causal medicine using the methods invented by Judea Pearl et al.☆25Updated 2 years ago
- CausalFX R Package☆13Updated 9 years ago
- Data for and description of the ACIC 2023 data competition☆32Updated last year
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated 11 months ago
- Project on Causal Machine learning CS 7290☆16Updated 5 years ago
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Updated 7 months ago
- Multi-Calibration & Multi-Accuracy Boosting for R☆32Updated 7 months ago
- ☆12Updated 4 years ago
- Bayesian Causal Forests☆44Updated 11 months ago
- ☆18Updated last year
- Code for Quantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding☆22Updated 2 years ago
- Basic time series modeling with Stan and Pystan☆33Updated 7 years ago
- Bayesian Bandits☆68Updated last year
- Pyro models and misc examples.☆19Updated 4 years ago
- Course material for the PhD course in Advanced Bayesian Learning☆59Updated 2 months ago
- The package is developed for treatment recommendation & pairwise treatment individual effect estimation (ITE/CATE/HTE) when multiple trea…☆11Updated 2 years ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Updated 2 years ago
- Repo for PyData 2019 Tutorial - New Trends in Estimation and Inference☆25Updated 5 years ago
- R package cfcausal☆27Updated 2 years ago
- Implementation of algorithms from the paper "Globally-Consistent Rule-Based Summary-Explanations for Machine Learning Models: Application…☆25Updated 2 years ago
- This is a read-only mirror of the CRAN R package repository. quantreg — Quantile Regression. Homepage: https://www.r-project.org☆19Updated 2 months ago
- An R package to estimate the effect of interventions on univariate time series using ARIMA models☆20Updated 11 months ago
- Code for blog posts.☆19Updated last year
- The 2020 Version of the Deep Learning Course☆8Updated 5 years ago
- List of python packages for causal inference☆17Updated 3 years ago
- Contains all materials for the paper "A counterfactual simulation model of causal judgment".☆24Updated 3 years ago
- ☆94Updated last year
- A Python Package providing two algorithms, DAME and FLAME, for fast and interpretable treatment-control matches of categorical data☆56Updated 11 months ago
- Comparing different performance estimation methods for time series forecasting tasks☆37Updated last week