Team-TUD / CTAB-GANLinks
Official git for "CTAB-GAN: Effective Table Data Synthesizing"
☆91Updated 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+☆80Updated last year
- Official git for "TabuLa: Harnessing Language Models for Tabular Data Synthesis"☆41Updated 2 months ago
- Implementation of the paper: "FinDiff: Diffusion Models for Financial Tabular Data Generation"☆31Updated last year
- [ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"☆490Updated last year
- Generating Tabular Synthetic Data using State of the Art GAN architecture☆80Updated 5 years ago
- ☆22Updated last year
- ☆22Updated 3 years ago
- tableGAN is a synthetic data generation technique (Data Synthesis based on Generative Adversarial Networks paper) based on Generative Ad…☆151Updated 6 years ago
- A novel approach for synthesizing tabular data using pretrained large language models☆324Updated 3 months ago
- ☆65Updated 2 years ago
- Evaluate real and synthetic datasets against each other☆92Updated 2 months 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…☆50Updated last week
- Official Implementations of "Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space""☆171Updated last year
- Benchmarking synthetic data generation methods.☆281Updated last week
- A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.☆601Updated 4 months ago
- ☆27Updated 2 years ago
- We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review …☆556Updated 4 months ago
- A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.☆237Updated 3 months ago
- The first differentially-private diffusion model for tabular data☆31Updated last year
- Metrics to evaluate quality and efficacy of synthetic datasets.☆250Updated this week
- Standardised Metrics and Methods for Synthetic Tabular Data Evaluation☆34Updated last year
- Official code for "STaSy: Score-based Tabular data Synthesis", ICLR 2023☆30Updated 2 years ago
- Generative adversarial training for generating synthetic tabular data.☆295Updated 2 years ago
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆199Updated 8 months ago
- A toolbox for differentially private data generation☆131Updated 2 years ago
- Conditional GAN for generating synthetic tabular data.☆1,473Updated this week
- (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data☆298Updated 11 months ago
- A list of (post-hoc) XAI for time series☆159Updated last year
- A framework for prototyping and benchmarking imputation methods☆196Updated 2 years ago
- Experiments on Tabular Data Models☆279Updated 2 years ago