Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"
☆178Mar 22, 2024Updated last year
Alternatives and similar repositories for tabzilla
Users that are interested in tabzilla are comparing it to the libraries listed below
Sorting:
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆23Mar 31, 2025Updated 11 months ago
- Ensemble-based, size-agnostic wrapper for the TabPFN classifier☆34May 18, 2024Updated last year
- [AAAI 24] GradTree: Gradient-Based Axis-Aligned Decision Trees☆15Aug 28, 2024Updated last year
- Experiments on Tabular Data Models☆280May 25, 2023Updated 2 years ago
- Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representati…☆93Mar 17, 2024Updated 2 years ago
- ☆504Aug 18, 2024Updated last year
- Research on Tabular Deep Learning: Papers & Packages☆1,112Nov 13, 2024Updated last year
- SSCP: Improving Adaptive Conformal Prediction Using Self-supervised Learning (AISTATS 2023)☆17Mar 8, 2023Updated 3 years ago
- Tabular In-Context Learning☆111Mar 6, 2025Updated last year
- ☆19Feb 28, 2025Updated last year
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆212Oct 26, 2025Updated 4 months ago
- A repo for transfer learning with deep tabular models☆104Feb 15, 2023Updated 3 years ago
- ☆50Aug 11, 2024Updated last year
- A benchmark for distribution shift in tabular data☆62Jun 6, 2024Updated last year
- (ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles☆100Dec 16, 2025Updated 3 months ago
- (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data☆325Nov 12, 2024Updated last year
- The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"☆322Nov 17, 2025Updated 4 months ago
- Inference code for "TabDPT: Scaling Tabular Foundation Models on Real Data"☆77Feb 5, 2026Updated last month
- ⚡ TabPFN: Foundation Model for Tabular Data ⚡☆5,853Mar 13, 2026Updated last week
- ☆17Aug 13, 2020Updated 5 years ago
- A Living Benchmark for Machine Learning on Tabular Data☆200Updated this week
- Ludwig benchmark☆19Mar 13, 2022Updated 4 years ago
- RecZilla: Metalearning for algorithm selection on Recommender Systems☆25Oct 21, 2023Updated 2 years ago
- The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive …☆465Dec 6, 2021Updated 4 years ago
- NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables☆213Mar 13, 2025Updated last year
- (ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆90Jun 4, 2025Updated 9 months ago
- Local search for NAS☆18Nov 3, 2020Updated 5 years ago
- Instance-based uncertainty estimation for gradient-boosted regression trees☆32Jul 25, 2024Updated last year
- [ICLR 2024 spotlight] Making Pre-trained Language Models Great on Tabular Prediction☆68Jul 12, 2024Updated last year
- ☆18Jun 24, 2024Updated last year
- TabPFGen: Synthetic Tabular Data Generation with TabPFN☆38Jul 15, 2025Updated 8 months ago
- A Novel Hybrid Deep Learning Model for Heterogeneous Tabular Data☆22Jan 4, 2025Updated last year
- ☆27Sep 1, 2024Updated last year
- A Fuzzy Decision Tree implementation for Python.☆21Feb 21, 2025Updated last year
- ☆18Oct 25, 2022Updated 3 years ago
- Tabular Deep Learning Library for PyTorch☆773Mar 4, 2026Updated 2 weeks ago
- A comprehensive toolkit and benchmark for tabular data learning, featuring 35+ deep methods, more than 10 classical methods, and 300 dive…☆831Mar 3, 2026Updated 2 weeks ago
- Python Meta-Feature Extractor package.☆139Aug 17, 2025Updated 7 months ago
- ML models + benchmark for tabular data classification and regression☆353Jan 6, 2026Updated 2 months ago