Alternatives and similar repositories for petlab_competition:

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

• alan-turing-institute / tapas
  ☆35Updated last year
• opendp / smartnoise-sdk
  Tools and service for differentially private processing of tabular and relational data
  ☆257Updated last week
• opendp / opendp
  The core library of differential privacy algorithms powering the OpenDP Project.
  ☆340Updated this week
• ryan112358 / private-pgm
  An implementation of the tools described in the paper entitled "Graphical-model based estimation and inference for differential privacy"
  ☆95Updated last month
• spring-epfl / synthetic_data_release
  ☆39Updated 2 years ago
• usnistgov / SDNist
  SDNist: Benchmark data and evaluation tools for data synthesizers.
  ☆34Updated 3 weeks ago
• opendp / smartnoise-core-python
  Python language bindings for smartnoise-core.
  ☆75Updated last year
• DataResponsibly / DataSynthesizer
  ☆264Updated 9 months ago
• BorealisAI / private-data-generation
  A toolbox for differentially private data generation
  ☆128Updated last year
• ganevgv / dp-generative-models
  Differentially Private (tabular) Generative Models Papers with Code
  ☆45Updated 6 months ago
• socialfoundations / folktables
  Datasets derived from US census data
  ☆247Updated 8 months ago
• DPBayes / twinify
  A software package for privacy-preserving generation of a synthetic twin to a given sensitive data set.
  ☆50Updated 4 months ago
• opendp / smartnoise-samples
  Code samples and documentation for SmartNoise differential privacy tools
  ☆132Updated 2 years ago
• OpenMined / PyDP
  The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy
  ☆506Updated 4 months ago
• datasciencecampus / synthgauge
  ☆26Updated last year
• algofairness / fairness-comparison
  Comparing fairness-aware machine learning techniques.
  ☆160Updated 2 years ago
• IBM / differential-privacy-library
  Diffprivlib: The IBM Differential Privacy Library
  ☆843Updated last month
• statice / anonymeter
  A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR
  ☆76Updated 6 months ago
• privacytrustlab / ml_privacy_meter
  Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.
  ☆618Updated last month
• uscensusbureau / census2020-das-e2e
  Disclosure Avoidance System for the 2020 Census, End-to-End release
  ☆36Updated 5 years ago
• OpenMined / PipelineDP
  PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such a…
  ☆274Updated last week
• glassonion1 / anonypy
  Anonymization library for python. Protect the privacy of individuals.
  ☆26Updated 4 months ago
• oxfordinternetinstitute / oxonfair
  Fairness toolkit for pytorch, scikit learn and autogluon
  ☆31Updated last month
• cosmicBboy / themis-ml
  A library that implements fairness-aware machine learning algorithms
  ☆125Updated 4 years ago
• saist1993 / fairgrad
  FairGrad, is an easy to use general purpose approach to enforce fairness for gradient descent based methods.
  ☆14Updated 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.
  ☆30Updated this week
• microsoft / prv_accountant
  A fast algorithm to optimally compose privacy guarantees of differentially private (DP) mechanisms to arbitrary accuracy.
  ☆73Updated 11 months ago
• opendp / smartnoise-core
  Differential privacy validator and runtime
  ☆288Updated 3 years ago
• microsoft / privGAN
  PrivGAN: Protecting GANs from membership inference attacks at low cost
  ☆33Updated 7 months ago
• dssg / aequitas
  Bias Auditing & Fair ML Toolkit
  ☆705Updated 4 months ago