Baukebrenninkmeijer / table-evaluator
Evaluate real and synthetic datasets against each other
☆80Updated last month
Related projects ⓘ
Alternatives and complementary repositories for table-evaluator
- Repository for the results of my master thesis, about the generation and evaluation of synthetic data using GANs☆42Updated last year
- Generating Tabular Synthetic Data using State of the Art GAN architecture☆76Updated 4 years ago
- ☆62Updated last year
- Benchmarking synthetic data generation methods.☆262Updated this week
- Official GitHub for CTAB-GAN+☆69Updated 6 months ago
- Generative adversarial training for generating synthetic tabular data.☆282Updated last year
- Official git for "CTAB-GAN: Effective Table Data Synthesizing"☆81Updated 10 months ago
- tableGAN is a synthetic data generation technique (Data Synthesis based on Generative Adversarial Networks paper) based on Generative Ad…☆137Updated 5 years ago
- A toolbox for differentially private data generation☆129Updated last year
- nbsynthetic is simple and robust tabular synthetic data generation library for small and medium size datasets☆63Updated last year
- Metrics to evaluate quality and efficacy of synthetic datasets.☆212Updated this week
- TimeSHAP explains Recurrent Neural Network predictions.☆162Updated 11 months ago
- Synthetic data generation by a Variational AutoEncoder with Differential Privacy assessed using Synthetic Data Vault metrics☆44Updated last year
- A library of Reversible Data Transforms☆121Updated this week
- Standardised Metrics and Methods for Synthetic Tabular Data Evaluation☆29Updated 3 months ago
- Explaining Anomalies Detected by Autoencoders Using SHAP☆40Updated 3 years ago
- We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review …☆526Updated 2 weeks ago
- This repo accompanies the FF22 research cycle focused on unsupervised methods for detecting concept drift☆29Updated 3 years ago
- Supplemental Material for the ESANN 2019 Submission "Preserving privacy using synthetic data models and applications in health informatic…☆19Updated 4 years ago
- ☆18Updated 3 months ago
- Synthetic Data Generation for mixed-type, multivariate time series.☆105Updated this week
- COR-GAN: Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records☆56Updated 3 years ago
- Implementation of the paper: "FinDiff: Diffusion Models for Financial Tabular Data Generation"☆26Updated 3 months ago
- Time-series Generative Adversarial Networks (fork from the ML-AIM research group on bitbucket))☆113Updated 2 years ago
- A novel approach for synthesizing tabular data using pretrained large language models☆284Updated 3 weeks ago
- A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.☆212Updated last month
- code for ehrMGAN☆18Updated last year
- CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system☆76Updated last year
- A framework for prototyping and benchmarking imputation methods☆165Updated last year
- An Open-Source Library for the interpretability of time series classifiers☆122Updated 2 months ago