Repositories list

• TALENT

  Public
  A comprehensive toolkit and benchmark for tabular data learning, featuring 35+ deep methods, more than 10 classical methods, and 300 diverse tabular datasets.

  tabular-datatabulartabular-methods+ 4

  tabular-datatabulartabular-methodstabular-data-benchmarktabular-data-toolkittabular-data-deep-learningtabular-data-machine-learning

  Python

  •

  MIT License

  •5555 forks•842842 stars•77 issues•00 pull requests•Updated Apr 25, 2026Apr 25, 2026

• Tabular-Survey

  Public
  Awesome Tabular Deep Learning for "Representation Learning for Tabular Data: A Comprehensive Survey"

  tabular-datatabulartabular-methods+ 3

  tabular-datatabulartabular-methodstabular-data-machine-learningtabular-deep-learningtabular-survey

  MIT License

  •1010 forks•117117 stars•00 issues•00 pull requests•Updated Apr 22, 2026Apr 22, 2026

• LAMDA-Tabular.github.io

  Public
  HTML

  •00 forks•00 stars•00 issues•00 pull requests•Updated Jan 19, 2026Jan 19, 2026

• DISC

  Public
  Dynamic feature selection with Instance-Specific Cost sensitivity

  00 forks•00 stars•00 issues•00 pull requests•Updated Nov 13, 2025Nov 13, 2025

• Tabular-Temporal-Modulation

  Public
  The code repository for NeurIPS'25 paper "Feature-aware Modulation for Learning from Temporal Tabular Data"

  Python

  •00 forks•1111 stars•00 issues•00 pull requests•Updated Oct 15, 2025Oct 15, 2025

• BETA

  Public
  The code repository for ICML25 paper "TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems"

  Python

  •

  MIT License

  •00 forks•1111 stars•11 issue•00 pull requests•Updated Jun 4, 2025Jun 4, 2025

• MMTU

  Public
  The comprehensive MMTU Benchmark for testing the MLLMs' capabillity in Tabular Understanding

  benchmarktabularvision-language-model+ 2

  benchmarktabularvision-language-modelmultimodal-large-language-modelstabular-understanding

  Python

  •11 fork•1010 stars•00 issues•00 pull requests•Updated Jun 4, 2025Jun 4, 2025

• Tabular-Temporal-Shift

  Public
  The code repository for ICML'25 paper "Understanding the Limits of Deep Tabular Methods with Temporal Shift"

  tabular-datatemporal-shifticml-2025

  tabular-datatemporal-shifticml-2025

  Python

  •00 forks•1313 stars•00 issues•00 pull requests•Updated May 1, 2025May 1, 2025

• CHARMS

  Public
  The code repository for ICML24 paper "Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images"

  tabular-datamultimodal-learningicml-2024+ 1

  tabular-datamultimodal-learningicml-2024crossmodal-transfer

  Python

  •11 fork•2525 stars•00 issues•00 pull requests•Updated Mar 11, 2025Mar 11, 2025