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1. fzi-forschungszentrum-informatik/TSInterpret fzi-forschungszentrum-informatik/TSInterpret Public

   An Open-Source Library for the interpretability of time series classifiers

   Python 124 11

2. TSEvo TSEvo Public

   "TSEvo: Counterfactuals for Time Series Classification" accepted at ICMLA '22.

   Jupyter Notebook 12

3. Semantic-Meaningfulness Semantic-Meaningfulness Public

   Semantic Meaningfulness: Evaluating counterfactual approaches for real world plausibility

   Python 5

4. Awesome-Time-Series-Explainability Awesome-Time-Series-Explainability Public

   A list of (post-hoc) XAI for time series

   91 15