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Popular repositories

  1. EnbPI EnbPI Public

    Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction for time-series (journal, IEEE TPAMI)

    Jupyter Notebook 85 20

  2. SPCI-code SPCI-code Public

    Official implementation of the ICML 2023 work "Sequential Predictive Conformal Inference"

    Jupyter Notebook 16 3

  3. Ensemble-Regularized-Adaptive-Prediction-Set-ERAPS Ensemble-Regularized-Adaptive-Prediction-Set-ERAPS Public

    Official repository for the ICML 2022 DFUQ paper: conformal prediction sets for time-series

    TypeScript 10 4

  4. MultiDimSPCI MultiDimSPCI Public

    Official implementation of "Conformal prediction for multi-dimensional time series by ellipsoidal sets"

    Jupyter Notebook 8 1

  5. Invertible-Graph-Neural-Network-iGNN Invertible-Graph-Neural-Network-iGNN Public

    Official code for the paper: Invertible Neural Network for Graph Prediction

    Jupyter Notebook 7 3

  6. JKO-iFlow JKO-iFlow Public

    Official implementation of "Normalizing flow neural networks by JKO scheme" (NeurIPS 2023 spotlight)

    Python 5