martinjurkovic / syntherelaLinks
A package for benchmarking synthetic relational data generation methods
☆59Updated 2 weeks ago
Alternatives and similar repositories for syntherela
Users that are interested in syntherela are comparing it to the libraries listed below
Sorting:
- A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.☆629Updated 6 months ago
- Official Implementations of "Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space""☆181Updated last year
- A novel approach for synthesizing tabular data using pretrained large language models☆339Updated last month
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation☆141Updated 4 months ago
- A repository for summaries of recent explainable AI/Interpretable ML approaches☆88Updated last year
- A Data-Centric library providing a unified interface for state-of-the-art methods for hardness characterisation of data points.☆26Updated 10 months ago
- RelBench: Relational Deep Learning Benchmark☆331Updated this week
- Tabular Deep Learning Library for PyTorch☆761Updated 2 weeks ago
- OpenXAI : Towards a Transparent Evaluation of Model Explanations☆252Updated last year
- [ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"☆523Updated last year
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆268Updated last month
- Datasets derived from US census data☆274Updated last year
- A framework for prototyping and benchmarking imputation methods☆194Updated 2 years ago
- [ICLR 2025] TabDiff: a Mixed-type Diffusion Model for Tabular Data Generation☆128Updated 7 months ago
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆438Updated 2 months ago
- This is a curated list of research on diffusion models for tabular data, and serves as the official repository for the survey paper "Diff…☆67Updated 2 months ago
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆206Updated 2 months ago
- Training code for TabDPT: Scaling Tabular Foundation Models on Real Data☆44Updated 5 months ago
- Lightweight, useful implementation of conformal prediction on real data.☆999Updated last month
- A fairness library in PyTorch.☆32Updated last year
- This is a list of awesome prototype-based papers for explainable artificial intelligence.☆40Updated 3 years ago
- Repository for CARTE: Context-Aware Representation of Table Entries☆161Updated 5 months ago
- ☆501Updated last year
- A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.☆242Updated last week
- A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR☆93Updated last month
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆176Updated last year
- Official git for "CTAB-GAN: Effective Table Data Synthesizing"☆95Updated last year
- ☆65Updated 8 months ago
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆100Updated 11 months ago
- Our maintained PFN repository. Come here to train SOTA PFNs.☆126Updated 3 months ago