DPBayes / twinifyLinks
A software package for privacy-preserving generation of a synthetic twin to a given sensitive data set.
☆55Updated 11 months ago
Alternatives and similar repositories for twinify
Users that are interested in twinify are comparing it to the libraries listed below
Sorting:
- ☆271Updated last year
- Tools and service for differentially private processing of tabular and relational data☆276Updated this week
- Editing machine learning models to reflect human knowledge and values☆127Updated last year
- pyCANON is a Python library and CLI to assess the values of the parameters associated with the most common privacy-preserving techniques.☆40Updated last week
- A library of Reversible Data Transforms☆127Updated last week
- Metrics to evaluate quality and efficacy of synthetic datasets.☆243Updated this week
- A toolbox for differentially private data generation☆132Updated 2 years ago
- PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such a…☆279Updated last month
- Code samples and documentation for SmartNoise differential privacy tools☆134Updated 3 years ago
- A curated list of awesome resources for creating synthetic data☆43Updated 3 years ago
- Benchmarking synthetic data generation methods.☆275Updated this week
- ☆39Updated 2 years ago
- A collection of implementations of fair ML algorithms☆12Updated 7 years ago
- ☆20Updated 4 years ago
- Comparing fairness-aware machine learning techniques.☆159Updated 2 years ago
- Inspect ML Pipelines in Python in the form of a DAG☆70Updated last year
- A hands-on tutorial showing how to use Python to do anonymisation with synthetic data☆79Updated 3 years ago
- A library that implements fairness-aware machine learning algorithms☆126Updated 4 years ago
- The core library of differential privacy algorithms powering the OpenDP Project.☆376Updated this week
- A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.☆234Updated 3 weeks ago
- A toolkit for tools and techniques related to the privacy and compliance of AI models.☆106Updated 3 months ago
- This repo accompanies the FF22 research cycle focused on unsupervised methods for detecting concept drift☆30Updated 3 years ago
- Public home of pycorels, the python binding to CORELS☆80Updated 5 years ago
- ☆39Updated 2 years ago
- simple customizable risk scores in python☆141Updated 2 years ago
- ☆36Updated last year
- Synthetic data generators for structured and unstructured text, featuring differentially private learning.☆653Updated last month
- Algorithms for generating synthetic data☆16Updated last year
- A Natural Language Interface to Explainable Boosting Machines☆68Updated last year
- Federated Learning Utilities and Tools for Experimentation☆190Updated last year