A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
☆693Apr 21, 2026Updated 6 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:
- ☆30Mar 9, 2023Updated 3 years ago
- A framework for prototyping and benchmarking imputation methods☆202Apr 4, 2023Updated 3 years ago
- [ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"☆567Jul 13, 2024Updated 2 years ago
- Official Implementations of "Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space""☆211Jul 15, 2024Updated 2 years ago
- A novel approach for synthesizing tabular data using pretrained large language models☆375Aug 16, 2026Updated 2 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- ☆43Sep 6, 2023Updated 3 years ago
- Synthetic data generation for tabular data☆3,589Updated this week
- A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR☆110Jul 23, 2026Updated 3 months ago
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆183Aug 6, 2024Updated 2 years ago
- SurvivalGAN: Generating Time-to-Event Data for Survival Analysis☆33Feb 27, 2023Updated 3 years ago
- Curated LLM (ICML 2024)☆15Oct 23, 2024Updated 2 years ago
- [ICLR 2025] TabDiff: a Mixed-type Diffusion Model for Tabular Data Generation☆160Jun 2, 2025Updated last year
- Metrics to evaluate quality and efficacy of synthetic datasets.☆264Updated this week
- 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.
- HARMONIC: harnessing LLMs for tabular data synthesis and privacy protection (arXiv:2408.02927)☆13Oct 8, 2026Updated 3 weeks ago
- Standardised Metrics and Methods for Synthetic Tabular Data Evaluation☆36Aug 14, 2024Updated 2 years ago
- ☆10Jul 31, 2024Updated 2 years ago
- Official code for "STaSy: Score-based Tabular data Synthesis", ICLR 2023☆37Aug 11, 2023Updated 3 years ago
- Synthetic data generators for tabular and time-series data☆1,662Sep 3, 2026Updated 2 months ago
- Software for evaluating the quality of synthetic data compared with real data.☆46Oct 23, 2026Updated last week
- A repository containing the materials required to complete the "AAAI Lab for Innovative Uses of Synthetic Data". This includes tutorials …☆12Sep 4, 2024Updated 2 years ago
- A library providing general-purpose tools for estimating discrete distributions from noisy observations of their marginals.☆119Oct 26, 2026Updated last week
- ☆45Dec 7, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Synthetic data generators for structured and unstructured text, featuring differentially private learning.☆682Jun 24, 2025Updated last year
- Generating Tabular Synthetic Data using State of the Art GAN architecture☆81Apr 29, 2020Updated 6 years ago
- ☆33Nov 24, 2022Updated 3 years ago
- Official code for "CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis", ICML 2023☆38Jan 9, 2024Updated 2 years ago
- Official GitHub for CTAB-GAN+☆90May 14, 2024Updated 2 years ago
- A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.☆247Jan 4, 2026Updated 10 months ago
- Resources for Machine Learning Explainability☆90Sep 4, 2024Updated 2 years ago
- Generation and evaluation of synthetic time series datasets (also, augmentations, visualizations, a collection of popular datasets) NeurI…☆232Mar 10, 2026Updated 7 months ago
- 🗼 [ICLR 2026 Oral] Official implementation of “TabStruct: Measuring Structural Fidelity of Tabular Data”☆31Oct 8, 2026Updated 3 weeks 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.
- Official git for "CTAB-GAN: Effective Table Data Synthesizing"☆97Jan 19, 2024Updated 2 years ago
- Tools and service for differentially private processing of tabular and relational data☆307Jul 1, 2026Updated 4 months ago
- The first differentially-private diffusion model for tabular data☆35Jun 5, 2024Updated 2 years ago
- Machine Learning and Artificial Intelligence for Medicine.☆473Feb 27, 2023Updated 3 years ago
- Official git for "TabuLa: Harnessing Language Models for Tabular Data Synthesis"☆47Jul 30, 2025Updated last year
- An implementation of "Data Synthesis via Differentially Private Markov Random Fields"☆16Oct 27, 2026Updated last week
- An open-source Python library for the assessment of utility and privacy performance of any tabular synthetic dataset.☆23Jun 12, 2025Updated last year