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1. vanderschaarlab/synthcity vanderschaarlab/synthcity Public

   A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.

   Python 422 56

2. D-CODE-ICLR-2022 D-CODE-ICLR-2022 Public

   D-CODE: Discovering Closed-form ODEs from Observed Trajectories

   Python 14 6

3. Hybrid-ODE-NeurIPS-2021 Hybrid-ODE-NeurIPS-2021 Public

   Code for Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression (NeurIPS 2021)

   Jupyter Notebook 5 6

4. SyncTwin-NeurIPS-2021 SyncTwin-NeurIPS-2021 Public

   Code for SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes (NeurIPS 2021)

   Python 7 5

5. Single-Cause-Perturbation-NeurIPS-2021 Single-Cause-Perturbation-NeurIPS-2021 Public

   Code for Estimating Multi-cause Treatment Effects via Single-cause Perturbation (NeurIPS 2021)

   Jupyter Notebook 12 1

6. Compartmental-GP-NeurIPS-2020 Compartmental-GP-NeurIPS-2020 Public

   Source code for "When and How to Lift the Lockdown? Global COVID-19 Scenario Analysis and Policy Assessment using Compartmental Gaussian Processes" (NeurIPS 2020)

   Python 10 5