Pinned

1. gpg gpg Public

   Re-implementation of GP-GOMEA that attempts to be simpler to understand and use than the original.

   C++ 9 1

2. GP-GOMEA GP-GOMEA Public

   Genetic Programming version of GOMEA. Also includes standard tree-based GP, and Semantic Backpropagation-based GP

   C++ 47 21

3. robust-counterfactuals robust-counterfactuals Public

   Repo of the paper "On the Robustness of Sparse Counterfactual Explanations to Adverse Perturbations"

   Jupyter Notebook 11 3

4. genepro genepro Public

   A baseline implementation of genetic programming (using trees to encode programs) with some examples of usage.

   Python 23 6

5. CoGS CoGS Public

   A baseline genetic algorithm for the discovery of counterfactuals, implemented in Python for ease of use and heavily leveraging NumPy for speed.

   Python 4 1

6. Uncertainty-Estimation-in-Deep-Nets Uncertainty-Estimation-in-Deep-Nets Public

   Attempt to reproduce the toy experiment of http://bit.ly/2C9Z8St with an ensemble of nets and with dropout.

   Python 4 1