☆504Aug 18, 2024Updated last year
Alternatives and similar repositories for tabular-benchmark
Users that are interested in tabular-benchmark are comparing it to the libraries listed below
Sorting:
- Research on Tabular Deep Learning: Papers & Packages☆1,110Nov 13, 2024Updated last year
- Experiments on Tabular Data Models☆280May 25, 2023Updated 2 years ago
- (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning☆406Apr 16, 2025Updated 10 months ago
- A repo for transfer learning with deep tabular models☆104Feb 15, 2023Updated 3 years ago
- (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data☆321Nov 12, 2024Updated last year
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆178Mar 22, 2024Updated last year
- A unified framework for Deep Learning Models on tabular data☆1,636Feb 16, 2026Updated 2 weeks ago
- PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf☆2,907Oct 23, 2024Updated last year
- Revisiting Pretrarining Objectives for Tabular Deep Learning☆67Aug 22, 2022Updated 3 years ago
- 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
- ⚡ TabPFN: Foundation Model for Tabular Data ⚡☆5,766Updated this week
- NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables☆214Mar 13, 2025Updated 11 months ago
- Repository for CARTE: Context-Aware Representation of Table Entries☆166Aug 11, 2025Updated 6 months ago
- (ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆89Jun 4, 2025Updated 9 months ago
- The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"☆151Jul 1, 2022Updated 3 years ago
- An automatic deep tabular learning package☆13Oct 30, 2023Updated 2 years ago
- The pioneering neural network surpassing extremely-tuned XGboost and Catboost on varied tabular datasets.☆68Jun 11, 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
- Research on Tabular Foundation Models☆70Dec 13, 2024Updated last year
- Survey on Robust Weakly Supervised Learning☆13Dec 23, 2021Updated 4 years ago
- A Living Benchmark for Machine Learning on Tabular Data☆195Updated this week
- A benchmark for distribution shift in tabular data☆56Jun 6, 2024Updated last year
- ☆336Nov 2, 2023Updated 2 years ago
- Code for finetuning TabPFN on one downstream tabular dataset.☆83Sep 8, 2025Updated 5 months ago
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆88Feb 28, 2023Updated 3 years ago
- ☆11Jun 15, 2019Updated 6 years ago
- ML models + benchmark for tabular data classification and regression☆342Jan 6, 2026Updated last month
- 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
- DOFEN is a novel tree-inspired deep tabular neural network, accepted by NeurIPS 2024☆12Dec 17, 2024Updated last year
- Hopular: Modern Hopfield Networks for Tabular Data☆315Jun 2, 2022Updated 3 years ago
- Training and evaluating NBM and SPAM for interpretable machine learning.☆78Mar 22, 2023Updated 2 years ago
- [ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"☆532Jul 13, 2024Updated last year
- Repository for Multimodal AutoML Benchmark☆66Dec 7, 2021Updated 4 years ago
- A benchmark of meaningful graph datasets with tabular node features☆14Oct 29, 2025Updated 4 months ago
- Machine learning with dataframes☆1,572Updated this week
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆210Oct 26, 2025Updated 4 months ago
- Inference code for "TabDPT: Scaling Tabular Foundation Models on Real Data"☆77Feb 5, 2026Updated 3 weeks ago
- Pytorch implementation of Recurrent Neural Processes https://arxiv.org/pdf/1906.05915.pdf☆22Aug 6, 2019Updated 6 years ago
- A library of sklearn compatible categorical variable encoders☆2,484Updated this week