GenAI for tabular data

Resources

• Generative AI for tabular data. Synthetic Data Generation in 3 lines of… | by Gonçalo Martins Ribeiro | YData | Medium
• GitHub - wwweiwei/awesome-self-supervised-learning-for-tabular-data

References

• #PAPER TabNet: Attentive Interpretable Tabular Learning (2020)
  • #CODE dreamquark-ai/tabnet: PyTorch implementation of TabNet paper
  • Tabular Deep Leaning: TabNet deep-dive - (francescopochetti.com)
  • OKUA1/tabnet-keras (github.com)
• #PAPER Small Language Models for Tabular Data (2022)
  • GitHub - blbadger/small-language-models: Code for the paper 'Small Language Models for Tabular Data'
• #PAPER TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second (2023)
  • #CODE automl/TabPFN: Official implementation of the TabPFN paper
• #PAPER TabPFGen -- Tabular Data Generation with TabPFN (2024)
• #PAPER #REVIEW A Survey on Self-Supervised Learning for Non-Sequential Tabular Data (2024)
• #PAPER SwitchTab: Switched Autoencoders Are Effective Tabular Learners (2024)
  • #CODE https://github.com/Alcoholrithm/TabularS3L