We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.
☆574Mar 29, 2026Updated 5 months ago
Alternatives and similar repositories for Tabular-data-generation
Users that are interested in Tabular-data-generation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Conditional GAN for generating synthetic tabular data.☆1,563Aug 10, 2026Updated 3 weeks ago
- Generative adversarial training for generating synthetic tabular data.☆298Nov 26, 2022Updated 3 years ago
- Generating Tabular Synthetic Data using State of the Art GAN architecture☆81Apr 29, 2020Updated 6 years ago
- tableGAN is a synthetic data generation technique (Data Synthesis based on Generative Adversarial Networks paper) based on Generative Ad…☆155May 1, 2019Updated 7 years ago
- Evaluate real and synthetic datasets against each other☆93Jun 5, 2026Updated 2 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official git for "CTAB-GAN: Effective Table Data Synthesizing"☆97Jan 19, 2024Updated 2 years ago
- nbsynthetic is simple and robust tabular synthetic data generation library for small and medium size datasets☆71Feb 22, 2023Updated 3 years ago
- Synthetic data generators for tabular and time-series data☆1,654Apr 23, 2026Updated 4 months ago
- Repository for the results of my master thesis, about the generation and evaluation of synthetic data using GANs☆45Jun 21, 2023Updated 3 years ago
- Synthetic data generation for tabular data☆3,551Updated this week
- Official GitHub for CTAB-GAN+☆90May 14, 2024Updated 2 years ago
- Directed Acyclic Tabular GAN (DATGAN) for integrating expert knowledge in synthetic tabular data generation☆18Oct 19, 2024Updated last year
- Synthetic Data Generation for mixed-type, multivariate time series.☆125Aug 10, 2026Updated 3 weeks ago
- Implementation of TabTransformer, attention network for tabular data, in Pytorch☆1,091Jan 8, 2026Updated 7 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Using Generative Adversarial Networks (GANs) algorithm to detect outliers on tabular data☆13May 15, 2019Updated 7 years ago
- PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf☆2,955Oct 23, 2024Updated last year
- DeltaPy - Tabular Data Augmentation (by @firmai)☆557Sep 19, 2023Updated 2 years ago
- ☆21Apr 2, 2024Updated 2 years ago
- Metrics to evaluate quality and efficacy of synthetic datasets.☆263Updated this week
- ☆108Mar 24, 2023Updated 3 years ago
- TensorFlow 2 implementation of Wasserstein Conditional GAN with Gradient Penalty (WCGAN-GP) for synthetic data generation☆22Jan 31, 2022Updated 4 years ago
- ☆10Mar 14, 2022Updated 4 years ago
- A library of Reversible Data Transforms☆135Updated this week
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A novel approach for synthesizing tabular data using pretrained large language models☆365Aug 16, 2026Updated 2 weeks ago
- ☆24Aug 19, 2024Updated 2 years ago
- A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.☆242Jan 4, 2026Updated 7 months ago
- A unified framework for Deep Learning Models on tabular data☆1,678Apr 17, 2026Updated 4 months ago
- git for paper "CTAB-GAN: Effective Table Data Synthesizing"☆13Apr 25, 2022Updated 4 years ago
- Repository for code release of paper "Robust Variational Autoencoders for Outlier Detection and Repair of Mixed-Type Data" (AISTATS 2020)☆48Mar 6, 2020Updated 6 years ago
- A collection of scripts to quickly and easily collect labelled images data☆22Jun 20, 2019Updated 7 years ago
- Algorithms for generating synthetic data☆17Jun 18, 2024Updated 2 years ago
- Sample code for VAEM: a Deep Generative Model for Heterogeneous Mixed Type Data☆20Mar 7, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Synthetic data generators for structured and unstructured text, featuring differentially private learning.☆683Jun 24, 2025Updated last year
- Generative adversarial network for generating electronic health records.☆286Aug 19, 2019Updated 7 years ago
- [ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"☆563Jul 13, 2024Updated 2 years ago
- Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)☆371Sep 17, 2025Updated 11 months ago
- official implementation of RoSAS: Deep Semi-supervised Anomaly Detection with Contamination-resilient Continuous Supervision☆12Jul 18, 2023Updated 3 years ago
- Application of novel EC-GAN method on Network Intrusion Detection☆25Dec 24, 2021Updated 4 years ago
- ☆29Mar 9, 2023Updated 3 years ago