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  1. NNDensity NNDensity Public

    Implementation of Nearest Neighbor Based Density Estimation

    Python 7

  2. ERTR ERTR Public

    [ICML23] Extrapolated Random Tree for Regression

    Python 7

  3. LPDT LPDT Public

    [NeurIPS23] Locally differentially Private Decision Tree

    Python 1

  4. LPCT LPCT Public

    [JMLR] Reproducible code for Optimal Locally Private Nonparametric Classification with Public Data

    Jupyter Notebook 2

  5. ULDP-SL ULDP-SL Public

    [ICML24] Better Locally Private Sparse Estimation Given Multiple Samples Per User

    Jupyter Notebook 1