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
  ☆263Updated 2 months ago
• statice / anonymeter
  A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR
  ☆84Updated last month
• alan-turing-institute / tapas
  ☆35Updated last year
• BorealisAI / private-data-generation
  A toolbox for differentially private data generation
  ☆131Updated last year
• ryan112358 / private-pgm
  An implementation of the tools described in the paper entitled "Graphical-model based estimation and inference for differential privacy"
  ☆102Updated 2 weeks ago
• spring-epfl / synthetic_data_release
  ☆39Updated 2 years ago
• theodi / synthetic-data-tutorial
  A hands-on tutorial showing how to use Python to do anonymisation with synthetic data
  ☆79Updated 3 years ago
• sdv-dev / SDMetrics
  Metrics to evaluate quality and efficacy of synthetic datasets.
  ☆229Updated last week
• opendp / smartnoise-samples
  Code samples and documentation for SmartNoise differential privacy tools
  ☆132Updated 2 years ago
• sdv-dev / SDGym
  Benchmarking synthetic data generation methods.
  ☆272Updated this week
• cosmicBboy / themis-ml
  A library that implements fairness-aware machine learning algorithms
  ☆124Updated 4 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
• DPBayes / twinify
  A software package for privacy-preserving generation of a synthetic twin to a given sensitive data set.
  ☆52Updated 7 months ago
• opendp / smartnoise-core-python
  Python language bindings for smartnoise-core.
  ☆76Updated 2 years ago
• dssg / aequitas
  Bias Auditing & Fair ML Toolkit
  ☆713Updated 3 weeks ago
• sdv-dev / RDT
  A library of Reversible Data Transforms
  ☆124Updated last week
• 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.
  ☆35Updated last week
• opendp / opendp
  The core library of differential privacy algorithms powering the OpenDP Project.
  ☆351Updated this week
• gretelai / gretel-synthetics
  Synthetic data generators for structured and unstructured text, featuring differentially private learning.
  ☆631Updated last month
• usnistgov / SDNist
  SDNist: Benchmark data and evaluation tools for data synthesizers.
  ☆35Updated last week
• OpenMined / PyDP
  The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy
  ☆510Updated 7 months ago
• adebayoj / fairml
  ☆364Updated 3 years ago
• sdv-dev / TGAN
  Generative adversarial training for generating synthetic tabular data.
  ☆287Updated 2 years ago
• socialfoundations / folktables
  Datasets derived from US census data
  ☆257Updated 11 months ago
• ganevgv / dp-generative-models
  Differentially Private (tabular) Generative Models Papers with Code
  ☆48Updated 9 months ago
• OpenMined / PipelineDP
  PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such a…
  ☆275Updated last week
• algofairness / fairness-comparison
  Comparing fairness-aware machine learning techniques.
  ☆159Updated 2 years ago
• Baukebrenninkmeijer / table-evaluator
  Evaluate real and synthetic datasets against each other
  ☆86Updated 3 months ago
• worldbank / REaLTabFormer
  A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.
  ☆225Updated last month
• dpcomp-org / dpcomp_core
  ☆43Updated 3 years ago