tvae 开源项目推荐（10 个）

kayua /MalDataGen

MalDataGen is an advanced Python framework for generating and evaluating synthetic tabular datasets using modern generative models, including diffusion and adversarial architectures.

Faruman /Comparison_FinancialDataGeneration

The following repository contains the online appendix for the paper "Generative AI for Banks: Benchmarks and Algorithms for Synthetic Financial Transaction Data". It not only provides the python code for all experiments conducted but also background information for the literature review.

kayua /SyntheticOceanAI

SyntheticOcean：用于生成合成表格数据的开源库 + SynDataGen（合成数据生成框架）

Ricardouchub /Sintetizador-de-datos

Sintetizador de Datos para generar datos sintéticos tabulares a partir de un CSV.

denizidilaygun /ted-entity-resolution

Reproducible entity-resolution pipeline for duplicate detection in TED procurement records and synthetic-data audit

gilzeevi25 /MLops_G2JN

Generalized Automatic Pipeline for inspecting and fixing uncertainties in your data

villacampaporta /synthetic-dielectric-data-gen

🚀 Synthetic Data Generation for Dielectric Characterization using Machine Learning | TVAE & CTGAN for Data Augmentation in Sensor Applications

AshithAnandnath /Small-Data-Tabular-Modeling-with-TabPFN

Using a Tabular Foundation Model (TabPFN) to get usable predictions from a very small physical experiment dataset.

mlab-inf-ufrgs /bias2fair-synth

Source code for the BRACIS 2026 project: [ From Bias to Fairness: Can Synthetic Data Bridge the Gap in Tabular Machine Learning? ]

erland-ramadhan /SynTPack

Streamlining the process to generate synthetic data. Just focus on the data, not the code!