Alternatives and similar repositories for STDG-evaluation-metrics:

Users that are interested in STDG-evaluation-metrics are comparing it to the libraries listed below

• Pushkar-v / Generating-Synthetic-Data-using-GANs
  Generating Tabular Synthetic Data using State of the Art GAN architecture
  ☆79Updated 4 years ago
• Team-TUD / CTAB-GAN
  Official git for "CTAB-GAN: Effective Table Data Synthesizing"
  ☆83Updated last year
• Baukebrenninkmeijer / table-evaluator
  Evaluate real and synthetic datasets against each other
  ☆85Updated 2 months ago
• yknot / ESANN2019
  Supplemental Material for the ESANN 2019 Submission "Preserving privacy using synthetic data models and applications in health informatic…
  ☆19Updated 4 years ago
• Team-TUD / CTAB-GAN-Plus
  Official GitHub for CTAB-GAN+
  ☆72Updated 9 months ago
• alan-turing-institute / tapas
  ☆35Updated last year
• sdv-dev / SDGym
  Benchmarking synthetic data generation methods.
  ☆269Updated this week
• BorealisAI / private-data-generation
  A toolbox for differentially private data generation
  ☆129Updated last year
• statice / anonymeter
  A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR
  ☆76Updated 7 months ago
• sdv-dev / SDMetrics
  Metrics to evaluate quality and efficacy of synthetic datasets.
  ☆224Updated this week
• ganevgv / dp-generative-models
  Differentially Private (tabular) Generative Models Papers with Code
  ☆45Updated 8 months ago
• ryan112358 / private-pgm
  An implementation of the tools described in the paper entitled "Graphical-model based estimation and inference for differential privacy"
  ☆99Updated this week
• sunchang0124 / dp_cgans
  A library to generate synthetic tabular or RDF data using Conditional Generative Adversary Networks (GANs) combined with Differential Pri…
  ☆37Updated 5 months ago
• amirarsalan90 / TabFairGAN
  ☆20Updated 6 months ago
• vanderschaarlab / synthcity
  A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
  ☆516Updated last month
• justinengelmann / GANbasedOversampling
  ☆64Updated 2 years ago
• Diyago / Tabular-data-generation
  We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review …
  ☆540Updated 2 months ago
• spring-epfl / synthetic_data_release
  ☆39Updated 2 years ago
• sdv-dev / TGAN
  Generative adversarial training for generating synthetic tabular data.
  ☆284Updated 2 years ago
• jli0117 / ehrMGAN
  code for ehrMGAN
  ☆19Updated 2 years ago
• kathrinse / be_great
  A novel approach for synthesizing tabular data using pretrained large language models
  ☆299Updated 4 months ago
• glederrey / DATGAN
  Directed Acyclic Tabular GAN (DATGAN) for integrating expert knowledge in synthetic tabular data generation
  ☆15Updated 4 months ago
• zhao-zilong / Tabula
  Official git for "TabuLa: Harnessing Language Models for Tabular Data Synthesis"
  ☆37Updated last week
• dylan-slack / Fooling-LIME-SHAP
  Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)
  ☆82Updated 2 years ago
• mahmoodm2 / tableGAN
  tableGAN is a synthetic data generation technique (Data Synthesis based on Generative Adversarial Networks paper) based on Generative Ad…
  ☆144Updated 5 years ago
• caicre / PrivMRF
  An implementation of "Data Synthesis via Differentially Private Markov Random Fields"
  ☆13Updated 11 months ago
• microsoft / privGAN
  PrivGAN: Protecting GANs from membership inference attacks at low cost
  ☆33Updated 8 months ago
• yandex-research / tab-ddpm
  [ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"
  ☆421Updated 7 months ago
• Nic5472K / ScientificData2021_HealthGym
  ☆22Updated 2 years ago
• iancovert / sage
  For calculating global feature importance using Shapley values.
  ☆264Updated last week