Alternatives and similar repositories for awesome-data-synthesis

Users that are interested in awesome-data-synthesis are comparing it to the libraries listed below

• sdv-dev / SDMetrics
  Metrics to evaluate quality and efficacy of synthetic datasets.
  ☆245Updated 2 weeks ago
• sdv-dev / SDGym
  Benchmarking synthetic data generation methods.
  ☆276Updated last week
• sdv-dev / RDT
  A library of Reversible Data Transforms
  ☆126Updated this week
• BorealisAI / private-data-generation
  A toolbox for differentially private data generation
  ☆132Updated 2 years ago
• gretelai / awesome-synthetic-data
  📖 A curated list of resources dedicated to synthetic data
  ☆134Updated 3 years ago
• Baukebrenninkmeijer / table-evaluator
  Evaluate real and synthetic datasets against each other
  ☆92Updated last month
• gretelai / gretel-synthetics
  Synthetic data generators for structured and unstructured text, featuring differentially private learning.
  ☆657Updated 2 months ago
• worldbank / REaLTabFormer
  A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.
  ☆233Updated last month
• DPBayes / twinify
  A software package for privacy-preserving generation of a synthetic twin to a given sensitive data set.
  ☆56Updated 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.
  ☆42Updated this week
• microsoft / msrflute
  Federated Learning Utilities and Tools for Experimentation
  ☆190Updated last year
• alan-turing-institute / tapas
  ☆36Updated 2 years ago
• opendp / smartnoise-sdk
  Tools and service for differentially private processing of tabular and relational data
  ☆280Updated last month
• tabularis-ai / be_great
  A novel approach for synthesizing tabular data using pretrained large language models
  ☆321Updated 2 months ago
• interpretml / TalkToEBM
  A Natural Language Interface to Explainable Boosting Machines
  ☆68Updated last year
• sdv-dev / TGAN
  Generative adversarial training for generating synthetic tabular data.
  ☆292Updated 2 years ago
• NextBrain-ai / nbsynthetic
  nbsynthetic is simple and robust tabular synthetic data generation library for small and medium size datasets
  ☆68Updated 2 years ago
• Baukebrenninkmeijer / On-the-Generation-and-Evaluation-of-Synthetic-Tabular-Data-using-GANs
  Repository for the results of my master thesis, about the generation and evaluation of synthetic data using GANs
  ☆45Updated 2 years ago
• statice / anonymeter
  A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR
  ☆92Updated 2 months ago
• Pushkar-v / Generating-Synthetic-Data-using-GANs
  Generating Tabular Synthetic Data using State of the Art GAN architecture
  ☆80Updated 5 years ago
• nhsx / SynthVAE
  Synthetic data generation by a Variational AutoEncoder with Differential Privacy assessed using Synthetic Data Vault metrics
  ☆46Updated 2 years ago
• spring-epfl / synthetic_data_release
  ☆40Updated 2 years ago
• DataResponsibly / DataSynthesizer
  ☆271Updated last year
• yknot / ESANN2019
  Supplemental Material for the ESANN 2019 Submission "Preserving privacy using synthetic data models and applications in health informatic…
  ☆19Updated 5 years ago
• gretelai / gretel-blueprints
  Public blueprints for data use cases
  ☆84Updated this week
• IFCA-Advanced-Computing / frouros
  Frouros: an open-source Python library for drift detection in machine learning systems.
  ☆227Updated this week
• fastforwardlabs / concept-drift
  This repo accompanies the FF22 research cycle focused on unsupervised methods for detecting concept drift
  ☆30Updated 4 years ago
• Data-Centric-AI-Community / awesome-data-centric-ai
  Open-Source Software, Tutorials, and Research on Data-Centric AI 🤖
  ☆339Updated last year
• statice / awesome-synthetic-data
  A curated list of awesome synthetic data tools (open source and commercial).
  ☆203Updated last year
• stefanrmmr / differentially_private_synthetic_data
  Differentially Private Synthetic Data Generation [DP-SDG] - Experimental Setups & Knowledge Base - WORK IN PROGRESS
  ☆12Updated 3 years ago