astorfi / cor-gan
COR-GAN: Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records
☆57Updated 4 years ago
Alternatives and similar repositories for cor-gan:
Users that are interested in cor-gan are comparing it to the libraries listed below
- Generating Tabular Synthetic Data using State of the Art GAN architecture☆78Updated 4 years ago
- Dual Adversarial Autoencoder for Generating Set-valued Sequences☆18Updated 4 years ago
- Evaluate real and synthetic datasets against each other☆86Updated last month
- ☆38Updated 5 years ago
- Repository for code release of paper "Robust Variational Autoencoders for Outlier Detection and Repair of Mixed-Type Data" (AISTATS 2020)☆50Updated 4 years ago
- Supplemental Material for the ESANN 2019 Submission "Preserving privacy using synthetic data models and applications in health informatic…☆19Updated 4 years ago
- Repository for the results of my master thesis, about the generation and evaluation of synthetic data using GANs☆44Updated last year
- code for ehrMGAN☆19Updated last year
- Synthetic data generation by a Variational AutoEncoder with Differential Privacy assessed using Synthetic Data Vault metrics☆45Updated last year
- Code to study the generalisability of benchmark models on non-stationary EHRs.☆14Updated 5 years ago
- tableGAN is a synthetic data generation technique (Data Synthesis based on Generative Adversarial Networks paper) based on Generative Ad…☆142Updated 5 years ago
- ☆29Updated 2 years ago
- Official GitHub for CTAB-GAN+☆73Updated 9 months ago
- A lightweight implementation of removal-based explanations for ML models.☆58Updated 3 years ago
- Official git for "CTAB-GAN: Effective Table Data Synthesizing"☆82Updated last year
- ICML 2018: "Adversarial Time-to-Event Modeling"☆37Updated 6 years ago
- ☆18Updated 5 years ago
- Codebase for INVASE: Instance-wise Variable Selection - 2019 ICLR☆60Updated 4 years ago
- Generative adversarial training for generating synthetic tabular data.☆283Updated 2 years ago
- Generative adversarial network for generating electronic health records.☆277Updated 5 years ago
- [Python] Additional works on Edward Choi's medGAN (generative adversarial network for electronic health records). In particular: boosting…☆23Updated last year
- Metrics to evaluate quality and efficacy of synthetic datasets.☆222Updated this week
- A repo for transfer learning with deep tabular models☆102Updated 2 years ago
- Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.☆56Updated 4 years ago
- Codebase for "Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series"☆13Updated 4 years ago
- Python code parsing data from PhysioNet Challenge 2012☆20Updated 6 years ago
- Source code for a comprehensive analysis of MTL over EHR timeseries data.☆37Updated last year
- ☆38Updated 2 years ago
- ☆12Updated 4 years ago
- ☆12Updated 2 years ago