NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables
☆214Mar 13, 2025Updated 11 months ago
Alternatives and similar repositories for transtab
Users that are interested in transtab are comparing it to the libraries listed below
Sorting:
- ☆19Feb 28, 2025Updated last year
- [ICLR 2024 spotlight] Making Pre-trained Language Models Great on Tabular Prediction☆68Jul 12, 2024Updated last year
- Unofficial repo for SubTab with additional code and data for Adult Income and BlogFeedback datasets. BlogFeedback data is attached as zip…☆10Jun 24, 2022Updated 3 years ago
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆210Oct 26, 2025Updated 4 months ago
- A repo for transfer learning with deep tabular models☆104Feb 15, 2023Updated 3 years ago
- Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representati…☆93Mar 17, 2024Updated last year
- Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020☆155Oct 26, 2020Updated 5 years ago
- ☆33Sep 7, 2024Updated last year
- (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data☆321Nov 12, 2024Updated last year
- A deep learning tabular classification architecture inspired by TabTransformer with integrated gated multilayer perceptron.☆101Feb 4, 2023Updated 3 years ago
- ☆336Nov 2, 2023Updated 2 years ago
- ☆40Jan 30, 2023Updated 3 years ago
- ☆504Aug 18, 2024Updated last year
- Research on Tabular Foundation Models☆70Dec 13, 2024Updated last year
- Experiments on Tabular Data Models☆280May 25, 2023Updated 2 years ago
- PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf☆2,907Oct 23, 2024Updated last year
- (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning☆406Apr 16, 2025Updated 10 months ago
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆178Mar 22, 2024Updated last year
- The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive …☆460Dec 6, 2021Updated 4 years ago
- ☆51Aug 23, 2021Updated 4 years ago
- ☆30Jun 19, 2022Updated 3 years ago
- Repository with an overview of the tutorial on Models and Practice of Neural Table Representations and up to date material for the hands-…☆21Jun 29, 2023Updated 2 years ago
- ☆17Oct 17, 2022Updated 3 years ago
- ☆23Feb 14, 2023Updated 3 years ago
- The pioneering neural network surpassing extremely-tuned XGboost and Catboost on varied tabular datasets.☆68Jun 11, 2024Updated last year
- The code for the paper "MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement"☆23May 8, 2024Updated last year
- ☆61Aug 17, 2022Updated 3 years ago
- Data and code for ACL 2022 paper "MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data"☆52Oct 22, 2024Updated last year
- Findings of EMNLP'22 | Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision☆25Apr 11, 2024Updated last year
- Causal Effect Inference for Structured Treatments (SIN) (NeurIPS 2021)☆42Apr 26, 2022Updated 3 years ago
- ☆16May 8, 2020Updated 5 years ago
- (ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆89Jun 4, 2025Updated 9 months ago
- ICLR 2022 Paper, SOTA Table Pre-training Model, TAPEX: Table Pre-training via Learning a Neural SQL Executor☆299Feb 6, 2023Updated 3 years ago
- Placeholder for code of BSP.☆11Aug 13, 2021Updated 4 years ago
- A local search system implementation using Elasticsearch for Wikipedia data indexing and retrieval.☆12May 17, 2025Updated 9 months ago
- The official implementation for Common Sense Enhanced Knowledge-based Recommendation with Large Language Model☆14Apr 21, 2024Updated last year
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆28Mar 28, 2023Updated 2 years ago
- ☆15Jun 8, 2022Updated 3 years ago
- Code for "LLM Embeddings Improve Test-time Adaptation to Tabular Y|X-Shifts"☆12Oct 17, 2024Updated last year