Pinned

1. microsoft/robustdg microsoft/robustdg Public

   Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.

   Python 171 29

2. interpretml/DiCE interpretml/DiCE Public

   Generate Diverse Counterfactual Explanations for any machine learning model.

   Python 1.3k 181

3. facebookresearch/CausalRepID facebookresearch/CausalRepID Public archive

   Experiments to reproduce results in Interventional Causal Representation Learning.

   Python 25 5

4. cf-feasibility cf-feasibility Public

   Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"

   Python 29 10

5. cate-estimator-selection cate-estimator-selection Public

   Code accompanying the paper "Empirical analysis of model selection for heterogeneous causal effect estimation"

   Python 7 2

6. additive_decoder_extrapolation additive_decoder_extrapolation Public

   Code accompanying the paper "Additive decoders for latent variables identification and cartesian-product extrapolation"

   Jupyter Notebook 3 2