Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"
☆181Mar 22, 2024Updated 2 years ago
Alternatives and similar repositories for tabzilla
Users that are interested in tabzilla are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆24Mar 31, 2025Updated last year
- [AAAI 24] GradTree: Gradient-Based Axis-Aligned Decision Trees☆15Aug 28, 2024Updated last year
- Experiments on Tabular Data Models☆279May 25, 2023Updated 2 years ago
- Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representati…☆94Mar 17, 2024Updated 2 years ago
- MARVIS (Modality Adaptive Reasoning over VISualizations) is an 'everything predictor' powered by VLMs + embeddings☆15Apr 15, 2026Updated last month
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆506Aug 18, 2024Updated last year
- Research on Tabular Deep Learning: Papers & Packages☆1,135Apr 17, 2026Updated last month
- SSCP: Improving Adaptive Conformal Prediction Using Self-supervised Learning (AISTATS 2023)☆17Mar 8, 2023Updated 3 years ago
- Tabular In-Context Learning☆114Mar 6, 2025Updated last year
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆212Apr 13, 2026Updated last month
- A repo for transfer learning with deep tabular models☆103Feb 15, 2023Updated 3 years ago
- ☆51Aug 11, 2024Updated last year
- A benchmark for distribution shift in tabular data☆67Jun 6, 2024Updated last year
- (ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles☆102Dec 16, 2025Updated 5 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data☆341Nov 12, 2024Updated last year
- A unified framework for Deep Learning Models on tabular data☆1,667Apr 17, 2026Updated last month
- Inference code for "TabDPT: Scaling Tabular Foundation Models on Real Data"☆83May 13, 2026Updated last week
- ⚡ TabPFN: Foundation Model for Tabular Data ⚡☆7,057May 15, 2026Updated last week
- ☆68May 23, 2023Updated 2 years ago
- Ludwig benchmark☆20May 11, 2026Updated last week
- RecZilla: Metalearning for algorithm selection on Recommender Systems☆25Oct 21, 2023Updated 2 years ago
- A Living Benchmark for Machine Learning on Tabular Data☆227Updated this week
- Semi-automatic feature engineering process using Language Models and your dataset descriptions. Based on the paper "LLMs for Semi-Automat…☆192Dec 20, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The official implementation of the paper "Rethinking Data Augmentation for Tabular Data in Deep Learning"☆14Oct 8, 2023Updated 2 years ago
- HyperFast : Instant Classification for Tabular Data☆80Nov 26, 2025Updated 5 months ago
- (ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆90Jun 4, 2025Updated 11 months ago
- Local search for NAS☆18Nov 3, 2020Updated 5 years ago
- Instance-based uncertainty estimation for gradient-boosted regression trees☆34Jul 25, 2024Updated last year
- Implementation of TabTransformer, attention network for tabular data, in Pytorch☆1,078Jan 8, 2026Updated 4 months ago
- ☆18Jun 24, 2024Updated last year
- [ICLR 2024 spotlight] Making Pre-trained Language Models Great on Tabular Prediction☆69Jul 12, 2024Updated last year
- A Novel Hybrid Deep Learning Model for Heterogeneous Tabular Data☆22Jan 4, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A Fuzzy Decision Tree implementation for Python.☆22Feb 21, 2025Updated last year
- Python Meta-Feature Extractor package.☆142Aug 17, 2025Updated 9 months ago
- Tabular Deep Learning Library for PyTorch☆783May 15, 2026Updated last week
- ML models + benchmark for tabular data classification and regression☆369Jan 6, 2026Updated 4 months ago
- LibCP -- A Library for Conformal Prediction☆13Feb 26, 2015Updated 11 years ago
- ☆27Sep 1, 2024Updated last year
- Official Implementation of "Transformers Can Do Bayesian Inference", the PFN paper☆262Oct 24, 2024Updated last year