├── .gitignore ├── LICENSE ├── README.md ├── images ├── allennlp.png ├── captum.png ├── distillpub.png ├── eli.png ├── fairness_gym.gif └── lime.png ├── notebooks ├── Explain_Deep_Learning_Model_Prediction_with_Surrogate_Model.ipynb └── README.md └── papers └── README.md /.gitignore: -------------------------------------------------------------------------------- 1 | .DS_Store 2 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/ML_Fairness_Ethics_Explainability/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/ML_Fairness_Ethics_Explainability/HEAD/README.md -------------------------------------------------------------------------------- /images/allennlp.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/ML_Fairness_Ethics_Explainability/HEAD/images/allennlp.png -------------------------------------------------------------------------------- /images/captum.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/ML_Fairness_Ethics_Explainability/HEAD/images/captum.png -------------------------------------------------------------------------------- /images/distillpub.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/ML_Fairness_Ethics_Explainability/HEAD/images/distillpub.png -------------------------------------------------------------------------------- /images/eli.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/ML_Fairness_Ethics_Explainability/HEAD/images/eli.png -------------------------------------------------------------------------------- /images/fairness_gym.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/ML_Fairness_Ethics_Explainability/HEAD/images/fairness_gym.gif -------------------------------------------------------------------------------- /images/lime.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/ML_Fairness_Ethics_Explainability/HEAD/images/lime.png -------------------------------------------------------------------------------- /notebooks/Explain_Deep_Learning_Model_Prediction_with_Surrogate_Model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/ML_Fairness_Ethics_Explainability/HEAD/notebooks/Explain_Deep_Learning_Model_Prediction_with_Surrogate_Model.ipynb -------------------------------------------------------------------------------- /notebooks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/ML_Fairness_Ethics_Explainability/HEAD/notebooks/README.md -------------------------------------------------------------------------------- /papers/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/ML_Fairness_Ethics_Explainability/HEAD/papers/README.md --------------------------------------------------------------------------------