[ICLR 2025] TabDiff: a Mixed-type Diffusion Model for Tabular Data Generation
☆151Jun 2, 2025Updated last year
Alternatives and similar repositories for TabDiff
Users that are interested in TabDiff are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is a curated list of research on diffusion and flow matching models for tabular data, and serves as the official repository for the …☆93May 29, 2026Updated 3 months ago
- Official Implementations of "Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space""☆203Jul 15, 2024Updated 2 years ago
- [ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"☆563Jul 13, 2024Updated 2 years ago
- Replication code for Continuous Diffusion for Mixed-Type Tabular Data [ICLR 2025]☆14Aug 20, 2026Updated 2 weeks ago
- [NeurIPS 2024] Official implementation of "ClavaDDPM:Multi-relational Data Synthesis with Cluster-guided Diffusion Models"☆21Oct 27, 2024Updated last year
- 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.
- The first differentially-private diffusion model for tabular data☆35Jun 5, 2024Updated 2 years ago
- ☆18May 19, 2025Updated last year
- Implementation of the paper: "FinDiff: Diffusion Models for Financial Tabular Data Generation"☆38Jun 28, 2026Updated 2 months ago
- ☆67May 23, 2023Updated 3 years ago
- ☆16Sep 22, 2025Updated 11 months ago
- A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.☆679Apr 21, 2026Updated 4 months ago
- ☆72Jan 26, 2026Updated 7 months ago
- 🗼 [ICLR 2026 Oral] Official implementation of “TabStruct: Measuring Structural Fidelity of Tabular Data”☆29Mar 4, 2026Updated 5 months ago
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆183Aug 6, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official implementation of "NinA: Normalizing Flows in Action. Training VLA Models with Normalizing Flows"☆18Sep 22, 2025Updated 11 months ago
- Official PyTorch implementation for the paper Star-Shaped Denoising Diffusion Probabilistic Models☆26Dec 11, 2024Updated last year
- Tabular data imputation and generation, with flexible modeling of quantitative features via hierarchical binning (TMLR, 2025)☆16Mar 10, 2025Updated last year
- TabPFGen: Synthetic Tabular Data Generation with TabPFN☆44Jul 15, 2025Updated last year
- Software for evaluating the quality of synthetic data compared with real data.☆42Jun 18, 2026Updated 2 months ago
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆43May 4, 2023Updated 3 years ago
- Official implementation of "TabEBM: A Tabular Data Augmentation Method with Class-Specific Energy-Based Models", NeurIPS 2024☆26Aug 19, 2025Updated last year
- A novel approach for synthesizing tabular data using pretrained large language models☆365Aug 16, 2026Updated 2 weeks ago
- Official git for "CTAB-GAN: Effective Table Data Synthesizing"☆97Jan 19, 2024Updated 2 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.
- Official code for "STaSy: Score-based Tabular data Synthesis", ICLR 2023☆37Aug 11, 2023Updated 3 years ago
- A code for the NeurIPS 2022 Table Representation Learning Workshop paper: "Diffusion models for missing value imputation in tabular data"☆58Jun 20, 2024Updated 2 years ago
- Official git for "TabuLa: Harnessing Language Models for Tabular Data Synthesis"☆46Jul 30, 2025Updated last year
- (ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆95Jul 30, 2026Updated last month
- Code for the ICLR 2024 paper "How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data"☆21Apr 15, 2025Updated last year
- A PyTorch Lightning-based library for self- and semi-supervised learning on tabular data.☆43Mar 2, 2025Updated last year
- Code for the paper: "Supervised contrastive learning over prototype-label embeddings for network intrusion detection"☆15Jun 7, 2021Updated 5 years ago
- Deep Large-Scale Inference UsingKnockoffs☆11Nov 4, 2021Updated 4 years ago
- This repository contains the official code for "Flexible Biometrics Recognition: Bridging the Multimodality Gap through Attention, Alignm…☆12Oct 9, 2024Updated last year
- 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.
- ☆21Dec 5, 2023Updated 2 years ago
- ☆26Jun 25, 2026Updated 2 months ago
- Relational Graph Transformer☆81Jul 10, 2025Updated last year
- (ICLR 2026 Oral 🔥) Universal Inverse Distillation for Matching Models with Real-Data Supervision (No GANs)☆17Jun 24, 2026Updated 2 months ago
- A package for benchmarking synthetic relational data generation methods☆67Jun 9, 2026Updated 2 months ago
- ICLR'24 | Multimodal Patient Representation Learning with Missing Modalities and Labels☆53Mar 18, 2025Updated last year
- Directed Acyclic Tabular GAN (DATGAN) for integrating expert knowledge in synthetic tabular data generation☆18Oct 19, 2024Updated last year