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  1. TimeGAN TimeGAN Public

    Codebase for Time-series Generative Adversarial Networks (TimeGAN) - NeurIPS 2019

    Jupyter Notebook 862 273

  2. GAIN GAIN Public

    Codebase for Generative Adversarial Imputation Networks (GAIN) - ICML 2018

    Python 369 152

  3. VIME VIME Public

    Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020

    Python 147 28

  4. Time-series-prediction Time-series-prediction Public

    Basic RNN, LSTM, GRU, and Attention for time-series prediction

    Python 149 23

  5. INVASE INVASE Public

    Codebase for INVASE: Instance-wise Variable Selection - 2019 ICLR

    Python 60 23

  6. GANITE GANITE Public

    Codebase for GANITE: Estimation of Individualized Treatment Effects using GANs - ICLR 2018

    Python 54 16