A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
☆651Feb 11, 2026Updated 2 months ago
Alternatives and similar repositories for synthcity
Users that are interested in synthcity are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆26Mar 9, 2023Updated 3 years ago
- ☆41Sep 6, 2023Updated 2 years ago
- Official Implementations of "Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space""☆195Jul 15, 2024Updated last year
- A framework for prototyping and benchmarking imputation methods☆199Apr 4, 2023Updated 3 years ago
- A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.☆178Mar 26, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A novel approach for synthesizing tabular data using pretrained large language models☆352Feb 9, 2026Updated 2 months ago
- A Data-Centric library providing a unified interface for state-of-the-art methods for hardness characterisation of data points.☆25Mar 6, 2025Updated last year
- [ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"☆542Jul 13, 2024Updated last year
- Synthetic data generation for tabular data☆3,467Updated this week
- Software for evaluating the quality of synthetic data compared with real data.☆37Apr 8, 2026Updated last week
- A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR☆100Apr 8, 2026Updated last week
- Metrics to evaluate quality and efficacy of synthetic datasets.☆258Apr 6, 2026Updated last week
- The first differentially-private diffusion model for tabular data☆34Jun 5, 2024Updated last year
- [ICLR 2025] TabDiff: a Mixed-type Diffusion Model for Tabular Data Generation☆140Jun 2, 2025Updated 10 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- SurvivalGAN: Generating Time-to-Event Data for Survival Analysis☆28Feb 27, 2023Updated 3 years ago
- Official code for "STaSy: Score-based Tabular data Synthesis", ICLR 2023☆36Aug 11, 2023Updated 2 years ago
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆182Aug 6, 2024Updated last year
- A library to generate synthetic tabular or RDF data using Conditional Generative Adversary Networks (GANs) combined with Differential Pri…☆94Dec 17, 2025Updated 3 months ago
- Generation and evaluation of synthetic time series datasets (also, augmentations, visualizations, a collection of popular datasets) NeurI…☆218Mar 10, 2026Updated last month
- A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.☆244Jan 4, 2026Updated 3 months ago
- Synthetic data generators for tabular and time-series data☆1,619Mar 2, 2026Updated last month
- A repository containing the materials required to complete the "AAAI Lab for Innovative Uses of Synthetic Data". This includes tutorials …☆12Sep 4, 2024Updated last year
- Evaluate real and synthetic datasets against each other☆92Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Generating Tabular Synthetic Data using State of the Art GAN architecture☆82Apr 29, 2020Updated 5 years ago
- nbsynthetic is simple and robust tabular synthetic data generation library for small and medium size datasets☆69Feb 22, 2023Updated 3 years ago
- Official GitHub for CTAB-GAN+☆85May 14, 2024Updated last year
- Differentially Private (tabular) Generative Models Papers with Code☆54Jul 2, 2024Updated last year
- Benchmarking synthetic data generation methods.☆305Updated this week
- DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks☆20Jun 16, 2025Updated 10 months ago
- Tools and service for differentially private processing of tabular and relational data☆296Mar 7, 2026Updated last month
- Conditional GAN for generating synthetic tabular data.☆1,544Apr 7, 2026Updated last week
- We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review …☆565Mar 29, 2026Updated 2 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆31Nov 24, 2022Updated 3 years ago
- Resources for Machine Learning Explainability☆89Sep 4, 2024Updated last year
- Official git for "TabuLa: Harnessing Language Models for Tabular Data Synthesis"☆45Jul 30, 2025Updated 8 months ago
- A code for the NeurIPS 2022 Table Representation Learning Workshop paper: "Diffusion models for missing value imputation in tabular data"☆59Jun 20, 2024Updated last year
- Codebase for "Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)"☆36Nov 18, 2025Updated 4 months ago
- Synthetic data generators for structured and unstructured text, featuring differentially private learning.☆675Jun 24, 2025Updated 9 months ago
- Machine Learning and Artificial Intelligence for Medicine.☆462Feb 27, 2023Updated 3 years ago