Repositories list

• hyperparam-sensitivity

  Public
  Investigating sensitivity of CATE estimators to the choice of hyperparameters.

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •1•5•0•0•Updated Sep 18, 2024Sep 18, 2024

• undersmoothing-data-augmentation

  Public
  Undersmoothing Causal Estimators with Generative Trees

  decision-treescausal-inferencegenerative-models+ 1treatment-effect

  Python

  •

  GNU General Public License v3.0

  •0•0•0•0•Updated Feb 28, 2024Feb 28, 2024

• cate-benchmark

  Public
  A testing platform to assess the performance of CATE estimators across popular datasets.

  Python

  •

  GNU General Public License v3.0

  •2•1•0•0•Updated Feb 28, 2024Feb 28, 2024

• hyperparams-causal-discovery

  Public
  Code for the paper "Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice" based on Benchpress.

  Jupyter Notebook

  •

  GNU General Public License v2.0

  •17•0•0•0•Updated Feb 28, 2024Feb 28, 2024

• working-papers

  Public
  Our work in progress papers

  0•0•0•0•Updated Jan 4, 2024Jan 4, 2024

• ncrm-causality-2022

  Public
  A one-day NCRM course on causal analysis and machine learning provided in October 2022.

  Jupyter Notebook

  •1•0•0•0•Updated Oct 18, 2022Oct 18, 2022

• ncrm-causality-2021

  Public
  A two-day NCRM course on causal analysis and machine learning provided in June 2021.

  Jupyter Notebook

  •1•0•0•0•Updated Jun 23, 2021Jun 23, 2021