A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
☆671Apr 21, 2026Updated 3 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:
- ☆28Mar 9, 2023Updated 3 years ago
- ☆42Sep 6, 2023Updated 2 years ago
- Official Implementations of "Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space""☆199Jul 15, 2024Updated 2 years ago
- A framework for prototyping and benchmarking imputation methods☆200Apr 4, 2023Updated 3 years ago
- A novel approach for synthesizing tabular data using pretrained large language models☆365May 12, 2026Updated 2 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A Data-Centric library providing a unified interface for state-of-the-art methods for hardness characterisation of data points.☆26Mar 6, 2025Updated last year
- [ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"☆561Jul 13, 2024Updated 2 years ago
- Synthetic data generation for tabular data☆3,530Updated this week
- A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR☆106Updated this week
- Standardised Metrics and Methods for Synthetic Tabular Data Evaluation☆36Aug 14, 2024Updated last year
- Software for evaluating the quality of synthetic data compared with real data.☆41Jun 18, 2026Updated last month
- Metrics to evaluate quality and efficacy of synthetic datasets.☆261Updated this week
- Official code for "CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis", ICML 2023☆38Jan 9, 2024Updated 2 years ago
- SurvivalGAN: Generating Time-to-Event Data for Survival Analysis☆30Feb 27, 2023Updated 3 years 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.
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆184Aug 6, 2024Updated last year
- A library providing general-purpose tools for estimating discrete distributions from noisy observations of their marginals.☆116Updated this week
- [ICLR 2025] TabDiff: a Mixed-type Diffusion Model for Tabular Data Generation☆147Jun 2, 2025Updated last year
- Generation and evaluation of synthetic time series datasets (also, augmentations, visualizations, a collection of popular datasets) NeurI…☆225Mar 10, 2026Updated 4 months ago
- Synthetic data generators for tabular and time-series data☆1,646Apr 23, 2026Updated 3 months ago
- 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
- Generating Tabular Synthetic Data using State of the Art GAN architecture☆81Apr 29, 2020Updated 6 years ago
- A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.☆245Jan 4, 2026Updated 6 months ago
- nbsynthetic is simple and robust tabular synthetic data generation library for small and medium size datasets☆71Feb 22, 2023Updated 3 years 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.
- Differentially Private (tabular) Generative Models Papers with Code☆54Jul 2, 2024Updated 2 years ago
- DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks☆21Jun 16, 2025Updated last year
- Official GitHub for CTAB-GAN+☆90May 14, 2024Updated 2 years ago
- Benchmarking synthetic data generation methods.☆309Updated this week
- Curated LLM (ICML 2024)☆15Oct 23, 2024Updated 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 …☆572Mar 29, 2026Updated 3 months ago
- ☆31Nov 24, 2022Updated 3 years ago
- Conditional GAN for generating synthetic tabular data.☆1,559Updated this week
- Official git for "TabuLa: Harnessing Language Models for Tabular Data Synthesis"☆46Jul 30, 2025Updated 11 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A code for the NeurIPS 2022 Table Representation Learning Workshop paper: "Diffusion models for missing value imputation in tabular data"☆57Jun 20, 2024Updated 2 years ago
- Resources for Machine Learning Explainability☆91Sep 4, 2024Updated last year
- A library to generate synthetic tabular or RDF data using Conditional Generative Adversary Networks (GANs) combined with Differential Pri…☆99May 12, 2026Updated 2 months ago
- Synthetic data generators for structured and unstructured text, featuring differentially private learning.☆684Jun 24, 2025Updated last year
- Machine Learning and Artificial Intelligence for Medicine.☆472Feb 27, 2023Updated 3 years ago
- ☆16Mar 30, 2023Updated 3 years ago
- Codebase for "Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)"☆37Nov 18, 2025Updated 8 months ago