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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 175 29

2. interpretml/DiCE interpretml/DiCE Public

   Generate Diverse Counterfactual Explanations for any machine learning model.

   Python 1.5k 219

3. facebookresearch/CausalRepID facebookresearch/CausalRepID Public archive

   Experiments to reproduce results in Interventional Causal Representation Learning.

   Python 26 5

4. cate-estimator-selection cate-estimator-selection Public

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

   Python 14 4

5. additive_decoder_extrapolation additive_decoder_extrapolation Public

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

   Jupyter Notebook 6 3

6. facebookresearch/compositional-risk-minimization facebookresearch/compositional-risk-minimization Public

   Code to reproduce experiments in Compositional Risk Minimization (https//arxiv.org/pdf/2410.06303).

   Python 6 1