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1. TimeGAN TimeGAN Public

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

   Jupyter Notebook 1k 318

2. GAIN GAIN Public

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

   Python 404 158

3. VIME VIME Public

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

   Python 153 28

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

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

   Python 182 24

5. INVASE INVASE Public

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

   Python 64 21

6. GANITE GANITE Public

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

   Python 66 19