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1. ppi-aipw ppi-aipw Public

   Python package for semisupervised mean estimation and causal inference with AIPW, calibration, and practical uncertainty quantification.

   Python 2

2. calibratedDML calibratedDML Public

   calibratedDML: Doubly robust inference via calibration

   HTML 5 2

3. hte3 hte3 Public

   Causal machine learning pipeline using tlverse/sl3

   R 13

4. causalCalibration causalCalibration Public

   Code for causal isotonic calibration for heterogeneous treatment effects (appeared in ICML, 2023)

   R 7 4

5. SelfCalibratingConformal SelfCalibratingConformal Public

   An implementation of Self-Calibrating Conformal Prediction, accepted to Neurips 2024. SC-CP combines Venn-Abers calibration and conformal prediction to deliver calibrated point predictions alongsid…

   Jupyter Notebook 13 3

6. Larsvanderlaan.github.io Larsvanderlaan.github.io Public

   My website

   HTML