Team-TUD / CTAB-GANLinks
Official git for "CTAB-GAN: Effective Table Data Synthesizing"
☆94Updated last year
Alternatives and similar repositories for CTAB-GAN
Users that are interested in CTAB-GAN are comparing it to the libraries listed below
Sorting:
- Official GitHub for CTAB-GAN+☆83Updated last year
- Official git for "TabuLa: Harnessing Language Models for Tabular Data Synthesis"☆44Updated 4 months ago
- Generating Tabular Synthetic Data using State of the Art GAN architecture☆81Updated 5 years ago
- ☆22Updated last year
- [ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"☆508Updated last year
- A novel approach for synthesizing tabular data using pretrained large language models☆330Updated last week
- tableGAN is a synthetic data generation technique (Data Synthesis based on Generative Adversarial Networks paper) based on Generative Ad…☆152Updated 6 years ago
- Benchmarking synthetic data generation methods.☆287Updated this week
- ☆22Updated 3 years ago
- Evaluate real and synthetic datasets against each other☆92Updated 4 months ago
- Official Implementations of "Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space""☆176Updated last year
- ☆66Updated 2 years ago
- A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.☆242Updated 4 months ago
- Implementation of the paper: "FinDiff: Diffusion Models for Financial Tabular Data Generation"☆33Updated last year
- We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review …☆560Updated 5 months ago
- A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.☆622Updated 5 months ago
- ☆28Updated 2 years ago
- A toolbox for differentially private data generation☆130Updated 2 years ago
- Metrics to evaluate quality and efficacy of synthetic datasets.☆253Updated last week
- Experiments on Tabular Data Models☆282Updated 2 years ago
- This is a curated list of research on diffusion models for tabular data, and serves as the official repository for the survey paper "Diff…☆61Updated last month
- Generative adversarial training for generating synthetic tabular data.☆296Updated 3 years ago
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆202Updated last month
- The first differentially-private diffusion model for tabular data☆31Updated last year
- A framework for prototyping and benchmarking imputation methods☆195Updated 2 years ago
- Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representati…☆85Updated last year
- Official code for "STaSy: Score-based Tabular data Synthesis", ICLR 2023☆33Updated 2 years ago
- Standardised Metrics and Methods for Synthetic Tabular Data Evaluation☆34Updated last year
- Differentially Private Synthetic Data Generation [DP-SDG] - Experimental Setups & Knowledge Base - WORK IN PROGRESS☆12Updated 3 years ago
- Repository for the results of my master thesis, about the generation and evaluation of synthetic data using GANs☆45Updated 2 years ago