This is a curated list of research on diffusion and flow matching models for tabular data, and serves as the official repository for the survey paper "Diffusion and Flow Matching Models for Tabular Data: A Survey"
☆100May 29, 2026Updated 5 months ago
Alternatives and similar repositories for awesome-diffusion-models-for-tabular-data
Users that are interested in awesome-diffusion-models-for-tabular-data are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2025] TabDiff: a Mixed-type Diffusion Model for Tabular Data Generation☆160Jun 2, 2025Updated last year
- Official Implementations of "Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space""☆211Jul 15, 2024Updated 2 years ago
- ☆16Sep 22, 2025Updated last year
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆183Aug 6, 2024Updated 2 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The first differentially-private diffusion model for tabular data☆35Jun 5, 2024Updated 2 years ago
- ☆23Sep 16, 2022Updated 4 years ago
- ☆10Jul 31, 2024Updated 2 years ago
- Official Implementation of DiffPuter: Empowering Diffusion Models for Missing Data Imputation, (ICLR 2025 Spotlight)☆28Aug 21, 2025Updated last year
- An offical implementation of EHRDiff [TMLR]☆34Jun 25, 2024Updated 2 years ago
- Code for ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context☆17Nov 15, 2024Updated last year
- Code for MICCAI 2026 paper "Efficient Flow Matching for Sparse-View CT Reconstruction"☆16Aug 26, 2026Updated 2 months ago
- Conformal Locally Valid interval-Estimates for Regression☆17Sep 27, 2024Updated 2 years ago
- This repository contains the data and code created under the project NLP4Rare-cm-uc3m.☆10Sep 14, 2021Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Implementation of the paper: "FinDiff: Diffusion Models for Financial Tabular Data Generation"☆38Jun 28, 2026Updated 4 months ago
- [ICML 2025] Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces☆20Jun 24, 2025Updated last year
- Awesome Tabular Deep Learning for "Representation Learning for Tabular Data: A Comprehensive Survey"☆143Updated this week
- [CIKM 2024] EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation☆16May 24, 2026Updated 5 months ago
- About the code release for "Federated PCA on Grassmann Manifold for IoT Anomaly Detection" ToN2024☆19May 28, 2025Updated last year
- TabICLv2: An open tabular foundation model☆1,470Oct 27, 2026Updated last week
- Master Documentation Repository for OHNLP Projects Related to Coronavirus Disease 2019☆21Dec 8, 2022Updated 3 years ago
- A principled library for tuning, training and evaluating tabular data synthesis on fidelity, privacy and utility. CCS 2025.☆27Aug 17, 2025Updated last year
- 润和星闪开发板 HiHope-WS63 代码。润和主仓地址：https://gitee.com/HiSpark/fbb_ws63☆12Apr 20, 2025Updated last year
- 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.
- ☆39Feb 14, 2024Updated 2 years ago
- ☆12Oct 22, 2025Updated last year
- A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.☆693Apr 21, 2026Updated 6 months ago
- A New Bangla Large Language Model (LLM) Based on Llama 2☆11Oct 29, 2024Updated 2 years ago
- Code for the paper "Time-to-event pretraining for 3D medical imaging"☆13May 8, 2025Updated last year
- Official code for "STaSy: Score-based Tabular data Synthesis", ICLR 2023☆37Aug 11, 2023Updated 3 years ago
- Reworked clustering metrics for assessing performance in imbalanced settings☆19Jun 3, 2024Updated 2 years ago
- Software for evaluating the quality of synthetic data compared with real data.☆46Oct 23, 2026Updated 2 weeks ago
- ⚡ TabPFN: Foundation Model for Tabular Data ⚡☆8,362Updated this week
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- AsynchroNous Disk-based Representation of MassivE DAta: An R package aimed at replacing ff for storing large data objects.☆12Jun 11, 2026Updated 4 months ago
- CausalPFN: Amortized Causal Effect Estimation via In-Context Learning☆137Sep 27, 2026Updated last month
- ☆30Sep 13, 2024Updated 2 years ago
- ☆21Dec 9, 2019Updated 6 years ago
- MIMIC (Medical Information Mart for Intensive Care) is a large, single-center database comprising information relating to patients admitt…☆100Aug 21, 2026Updated 2 months ago
- ☆12Oct 15, 2024Updated 2 years ago
- Code repository for the Python package causalchamber☆16Oct 29, 2026Updated last week