Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"
☆183Mar 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:
- Tabular In-Context Learning☆117Mar 6, 2025Updated last year
- Experiments on Tabular Data Models☆281May 25, 2023Updated 3 years ago
- Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representati…☆95Mar 17, 2024Updated 2 years ago
- ☆508Aug 18, 2024Updated last year
- Research on Tabular Deep Learning: Papers & Packages☆1,151Apr 17, 2026Updated 3 months ago
- 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.
- SSCP: Improving Adaptive Conformal Prediction Using Self-supervised Learning (AISTATS 2023)☆17Mar 8, 2023Updated 3 years ago
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆212Apr 13, 2026Updated 3 months ago
- A repo for transfer learning with deep tabular models☆103Feb 15, 2023Updated 3 years ago
- ☆51Aug 11, 2024Updated last year
- TTVAE: Transformer-based Generative Modelling For Tabular Data Generation☆13Oct 10, 2025Updated 9 months ago
- An extension of Py-Boost to probabilistic modelling☆24Jan 19, 2023Updated 3 years ago
- (ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles☆102Dec 16, 2025Updated 7 months ago
- A benchmark for distribution shift in tabular data☆71Jun 6, 2024Updated 2 years ago
- (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data☆352Nov 12, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A unified framework for Deep Learning Models on tabular data☆1,676Apr 17, 2026Updated 3 months ago
- ☆17Aug 13, 2020Updated 5 years ago
- Inference code for "TabDPT: Scaling Tabular Foundation Models on Real Data"☆99Jul 10, 2026Updated last week
- A Living Benchmark for Machine Learning on Tabular Data☆272Updated this week
- Research on Tabular Foundation Models☆71Dec 13, 2024Updated last year
- RecZilla: Metalearning for algorithm selection on Recommender Systems☆25Oct 21, 2023Updated 2 years ago
- ⚡ Easy API access to the tabular foundation model TabPFN ⚡☆245Updated this week
- Semi-automatic feature engineering process using Language Models and your dataset descriptions. Based on the paper "LLMs for Semi-Automat…☆195Dec 20, 2024Updated last year
- ☆68May 23, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ⚡ TabPFN: Foundation Model for Tabular Data ⚡☆7,639Updated this week
- The official implementation of the paper "Rethinking Data Augmentation for Tabular Data in Deep Learning"☆14Oct 8, 2023Updated 2 years ago
- The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive …☆466Dec 6, 2021Updated 4 years ago
- Local search for NAS☆18Nov 3, 2020Updated 5 years ago
- HyperFast : Instant Classification for Tabular Data☆80Nov 26, 2025Updated 7 months ago
- Implementation of TabTransformer, attention network for tabular data, in Pytorch☆1,090Jan 8, 2026Updated 6 months ago
- Instance-based uncertainty estimation for gradient-boosted regression trees☆34Jul 25, 2024Updated last year
- ☆18Jun 24, 2024Updated 2 years ago
- Implementation of Tabular Neural Gradient Orthogonalization and Specialization (TANGOS). A regularizer for neural networks described in o…☆19Feb 23, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆18Oct 25, 2022Updated 3 years ago
- Boosted Hybrids of ensemble gradient algorithm for the long-term time series forecasting (LTSF)☆17Feb 28, 2025Updated last year
- Blazingly fast implementation of the Datasaurus paper. Same Stats, Different Graphs.☆19Mar 22, 2026Updated 4 months ago
- [ICLR 2024 spotlight] Making Pre-trained Language Models Great on Tabular Prediction☆71Jul 12, 2024Updated 2 years ago
- Tabular Deep Learning Library for PyTorch☆793Updated this week
- A Novel Hybrid Deep Learning Model for Heterogeneous Tabular Data☆23Jan 4, 2025Updated last year
- A comprehensive toolkit and benchmark for tabular data learning, featuring 35+ deep methods, more than 10 classical methods, and 300 dive…