Research on Tabular Deep Learning: Papers & Packages
☆1,131Apr 17, 2026Updated 3 weeks ago
Alternatives and similar repositories for rtdl
Users that are interested in rtdl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning☆411Apr 16, 2025Updated last year
- (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data☆336Nov 12, 2024Updated last year
- A unified framework for Deep Learning Models on tabular data☆1,659Apr 17, 2026Updated 3 weeks ago
- Implementation of TabTransformer, attention network for tabular data, in Pytorch☆1,076Jan 8, 2026Updated 4 months ago
- The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"☆325Nov 17, 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.
- 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
- PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf☆2,941Oct 23, 2024Updated last year
- ☆506Aug 18, 2024Updated last year
- NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables☆215Mar 13, 2025Updated last year
- Revisiting Pretrarining Objectives for Tabular Deep Learning☆68Aug 22, 2022Updated 3 years ago
- (ICLR 2025) TabM: Advancing Tabular Deep Learning With Parameter-Efficient Ensembling☆1,020Nov 10, 2025Updated 5 months ago
- Experiments on Tabular Data Models☆279May 25, 2023Updated 2 years ago
- (ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆90Jun 4, 2025Updated 11 months ago
- A repo for transfer learning with deep tabular models☆103Feb 15, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch☆1,413Apr 30, 2026Updated last week
- Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data☆525Jan 21, 2021Updated 5 years ago
- (AAAI 2023 oral) Original implementation and experiment results of T2G-FORMER☆41Mar 2, 2024Updated 2 years ago
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆180Mar 22, 2024Updated 2 years ago
- Tabular Deep Learning Library for PyTorch☆780Apr 6, 2026Updated last month
- ⚡ TabPFN: Foundation Model for Tabular Data ⚡☆6,874Updated this week
- Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020☆156Oct 26, 2020Updated 5 years ago
- TensorFlow implementation of TabTransformer☆85Feb 7, 2023Updated 3 years ago
- The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"☆149Jul 1, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Deep Learning Utilities for PyTorch users (old name: Zero)☆39Apr 21, 2025Updated last year
- DANets (a family of neural networks) for tabular data classification/ regression.☆49Feb 14, 2022Updated 4 years ago
- [ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"☆547Jul 13, 2024Updated last year
- ☆19May 15, 2023Updated 2 years ago
- ☆51Aug 23, 2021Updated 4 years ago
- The pioneering neural network surpassing extremely-tuned XGboost and Catboost on varied tabular datasets.☆68Jun 11, 2024Updated last year
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆90Feb 28, 2023Updated 3 years ago
- Code for "Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning"☆417Mar 21, 2024Updated 2 years ago
- A benchmark of meaningful graph datasets with tabular node features☆15Oct 29, 2025Updated 6 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Image Generator for Tabular Data (IGTD): Converting Tabular Data to Images for Deep Learning Using Convolutional Neural Networks☆173Jun 2, 2024Updated last year
- ☆42Jan 30, 2023Updated 3 years ago
- Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)☆364Sep 17, 2025Updated 7 months ago
- ☆204Nov 19, 2021Updated 4 years ago
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆212Apr 13, 2026Updated 3 weeks ago
- Repository for Multimodal AutoML Benchmark☆67Dec 7, 2021Updated 4 years ago
- Code repository for the 2023 MICCAI Paper "TabAttention: Learning Attention Conditionally on Tabular Data"☆18Oct 30, 2023Updated 2 years ago