Alternatives and similar repositories for DataSynthesizer

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

• DPBayes / twinify
  A software package for privacy-preserving generation of a synthetic twin to a given sensitive data set.
  ☆56Updated last year
• opendp / smartnoise-sdk
  Tools and service for differentially private processing of tabular and relational data
  ☆288Updated 4 months ago
• theodi / synthetic-data-tutorial
  A hands-on tutorial showing how to use Python to do anonymisation with synthetic data
  ☆80Updated 3 years ago
• sdv-dev / SDMetrics
  Metrics to evaluate quality and efficacy of synthetic datasets.
  ☆254Updated this week
• statice / anonymeter
  A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR
  ☆93Updated 2 weeks ago
• alan-turing-institute / tapas
  ☆36Updated 2 years ago
• opendp / smartnoise-samples
  Code samples and documentation for SmartNoise differential privacy tools
  ☆134Updated 3 years ago
• BorealisAI / private-data-generation
  A toolbox for differentially private data generation
  ☆130Updated 2 years ago
• sdv-dev / SDGym
  Benchmarking synthetic data generation methods.
  ☆289Updated this week
• cosmicBboy / themis-ml
  A library that implements fairness-aware machine learning algorithms
  ☆125Updated 5 years ago
• Baukebrenninkmeijer / table-evaluator
  Evaluate real and synthetic datasets against each other
  ☆92Updated 4 months ago
• ObliviousAI / petlab_competition
  🏁 The core repository to support participants through the UN PET Lab Hackathon 2022 👉 Registration at: https://petlab.officialstatistic…
  ☆19Updated 3 years ago
• daanknoors / synthetic_data_generation
  Algorithms for generating synthetic data
  ☆16Updated last year
• dssg / aequitas
  Bias Auditing & Fair ML Toolkit
  ☆742Updated last week
• OpenMined / PipelineDP
  PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such a…
  ☆283Updated 3 weeks ago
• spring-epfl / synthetic_data_release
  ☆40Updated 3 years ago
• opendp / opendp
  The core library of differential privacy algorithms powering the OpenDP Project.
  ☆401Updated this week
• ryan112358 / mbi
  A library providing general-purpose tools for estimating discrete distributions from noisy observations of their marginals.
  ☆109Updated this week
• OpenMined / PyDP
  The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy
  ☆543Updated last month
• usnistgov / SDNist
  SDNist: Benchmark data and evaluation tools for data synthesizers.
  ☆39Updated 5 months ago
• interpretml / gam-changer
  Editing machine learning models to reflect human knowledge and values
  ☆128Updated 2 years ago
• sdv-dev / TGAN
  Generative adversarial training for generating synthetic tabular data.
  ☆296Updated 3 years ago
• opendp / smartnoise-core-python
  Python language bindings for smartnoise-core.
  ☆76Updated 2 years ago
• ustunb / risk-slim
  simple customizable risk scores in python
  ☆142Updated 2 years ago
• sdv-dev / RDT
  A library of Reversible Data Transforms
  ☆131Updated this week
• qiyuangong / Mondrian
  Python Implementation for Mondrian Multidimensional K-Anonymity (Mondrian).
  ☆174Updated 2 years ago
• drivendataorg / deon
  A command line tool to easily add an ethics checklist to your data science projects.
  ☆302Updated 3 months ago
• algofairness / fairness-comparison
  Comparing fairness-aware machine learning techniques.
  ☆160Updated 3 years ago
• gretelai / gretel-synthetics
  Synthetic data generators for structured and unstructured text, featuring differentially private learning.
  ☆669Updated 6 months ago
• pymetrics / audit-ai
  detect demographic differences in the output of machine learning models or other assessments
  ☆320Updated 5 years ago