Alternatives and similar repositories for DataSynthesizer:

Users that are interested in DataSynthesizer are comparing it to the libraries listed below

• opendp / smartnoise-sdk
  Tools and service for differentially private processing of tabular and relational data
  ☆262Updated 2 months ago
• ryan112358 / private-pgm
  An implementation of the tools described in the paper entitled "Graphical-model based estimation and inference for differential privacy"
  ☆101Updated last week
• statice / anonymeter
  A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR
  ☆81Updated 2 weeks ago
• alan-turing-institute / tapas
  ☆35Updated last year
• sdv-dev / SDMetrics
  Metrics to evaluate quality and efficacy of synthetic datasets.
  ☆227Updated this week
• sdv-dev / SDGym
  Benchmarking synthetic data generation methods.
  ☆270Updated this week
• theodi / synthetic-data-tutorial
  A hands-on tutorial showing how to use Python to do anonymisation with synthetic data
  ☆78Updated 2 years ago
• ObliviousAI / petlab_competition
  🏁 The core repository to support participants through the UN PET Lab Hackathon 2022 👉 Registration at: https://petlab.officialstatistic…
  ☆19Updated 2 years ago
• sdv-dev / RDT
  A library of Reversible Data Transforms
  ☆124Updated this week
• spring-epfl / synthetic_data_release
  ☆39Updated 2 years ago
• opendp / opendp
  The core library of differential privacy algorithms powering the OpenDP Project.
  ☆346Updated this week
• BorealisAI / private-data-generation
  A toolbox for differentially private data generation
  ☆131Updated last year
• opendp / smartnoise-samples
  Code samples and documentation for SmartNoise differential privacy tools
  ☆132Updated 2 years ago
• DPBayes / twinify
  A software package for privacy-preserving generation of a synthetic twin to a given sensitive data set.
  ☆51Updated 6 months ago
• OpenMined / PyDP
  The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy
  ☆508Updated 6 months ago
• Baukebrenninkmeijer / table-evaluator
  Evaluate real and synthetic datasets against each other
  ☆86Updated 2 months ago
• gretelai / gretel-synthetics
  Synthetic data generators for structured and unstructured text, featuring differentially private learning.
  ☆618Updated this week
• cosmicBboy / themis-ml
  A library that implements fairness-aware machine learning algorithms
  ☆125Updated 4 years ago
• opendp / smartnoise-core-python
  Python language bindings for smartnoise-core.
  ☆76Updated 2 years ago
• IBM / differential-privacy-library
  Diffprivlib: The IBM Differential Privacy Library
  ☆850Updated last week
• yknot / ESANN2019
  Supplemental Material for the ESANN 2019 Submission "Preserving privacy using synthetic data models and applications in health informatic…
  ☆19Updated 5 years ago
• interpretml / gam-changer
  Editing machine learning models to reflect human knowledge and values
  ☆124Updated last year
• IFCA-Advanced-Computing / pycanon
  pyCANON is a Python library and CLI to assess the values of the parameters associated with the most common privacy-preserving techniques.
  ☆34Updated last week
• ganevgv / dp-generative-models
  Differentially Private (tabular) Generative Models Papers with Code
  ☆47Updated 8 months ago
• vanderschaarlab / synthcity
  A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
  ☆523Updated 2 months ago
• worldbank / REaLTabFormer
  A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.
  ☆223Updated last week
• socialfoundations / folktables
  Datasets derived from US census data
  ☆255Updated 10 months ago
• feedzai / fairgbm
  Train Gradient Boosting models that are both high-performance *and* Fair!
  ☆103Updated 9 months ago
• kathrinse / be_great
  A novel approach for synthesizing tabular data using pretrained large language models
  ☆303Updated 4 months ago
• joofio / awesome-data-synthesis
  A curated list of awesome resources for creating synthetic data
  ☆41Updated 3 years ago