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1. onnx/onnx onnx/onnx Public

   Open standard for machine learning interoperability

   Python 18.8k 3.7k

2. epfl-ml4ed/evaluating-explainers epfl-ml4ed/evaluating-explainers Public

   Comparing 5 different XAI techniques (LIME, PermSHAP, KernelSHAP, DiCE, CEM) through quantitative metrics. Published at EDM 2022.

   PureBasic 17 3

3. epfml/interpret-lm-knowledge epfml/interpret-lm-knowledge Public

   Extracting knowledge graphs from language models as a diagnostic benchmark of model performance (NeurIPS XAI 2021).

   Jupyter Notebook 24 4

4. onnx/models onnx/models Public

   A collection of pre-trained, state-of-the-art models in the ONNX format

   Jupyter Notebook 8.5k 1.5k

5. epfl-ml4ed/ripple epfl-ml4ed/ripple Public

   Interpretability on raw time series with graph neural nets and concept activation vectors. Featured at AAAI 2023.

   Jupyter Notebook 8 2

6. EPFLiGHT/MultiModN EPFLiGHT/MultiModN Public

   MultiModN – Multimodal, Multi-Task, Interpretable Modular Networks (NeurIPS 2023)

   Python 33 2