yandex-research / tabredView external linksLinks
(ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks
☆86Jun 4, 2025Updated 8 months ago
Alternatives and similar repositories for tabred
Users that are interested in tabred are comparing it to the libraries listed below
Sorting:
- The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"☆318Nov 17, 2025Updated 2 months ago
- A benchmark of meaningful graph datasets with tabular node features☆14Oct 29, 2025Updated 3 months ago
- (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning☆402Apr 16, 2025Updated 9 months ago
- (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data☆315Nov 12, 2024Updated last year
- Effect of tokenization on transformers for biological sequence☆21Dec 31, 2025Updated last month
- Repository for the feature selection with tabular models☆66Nov 11, 2023Updated 2 years ago
- A Living Benchmark for Machine Learning on Tabular Data☆186Updated this week
- The Python package of differential nearest neighbors regression (DNNR): Raising KNN-regression to levels of gradient boosting method. Bui…☆19Aug 4, 2022Updated 3 years ago
- The code repository for ICML25 paper "Understanding the Limits of Deep Tabular Methods with Temporal Shift"☆13May 1, 2025Updated 9 months ago
- Pytorch routines for (Ker)nel (Mac)hines☆10Oct 10, 2025Updated 4 months ago
- User-friendly extensions to MeSH☆11Feb 4, 2016Updated 10 years ago
- A benchmark for distribution shift in tabular data☆56Jun 6, 2024Updated last year
- Research on Tabular Foundation Models☆69Dec 13, 2024Updated last year
- [ICLR 2024 spotlight] Making Pre-trained Language Models Great on Tabular Prediction☆67Jul 12, 2024Updated last year
- Repository for Multimodal AutoML Benchmark☆66Dec 7, 2021Updated 4 years ago
- A comprehensive toolkit and benchmark for tabular data learning, featuring 35+ deep methods, more than 10 classical methods, and 300 dive…☆808Jan 13, 2026Updated last month
- Mixed Frequency State Space toolbox☆17Jan 29, 2024Updated 2 years ago
- Uncertainty Representation and Quantification for Machine Learning 🤔☆33Updated this week
- ☆18Sep 28, 2023Updated 2 years ago
- Tabular In-Context Learning☆107Mar 6, 2025Updated 11 months ago
- Inference code for "TabDPT: Scaling Tabular Foundation Models on Real Data"☆73Feb 5, 2026Updated last week
- ☆25May 20, 2025Updated 8 months ago
- Implementation of Strassen attention, from Kozachinskiy et al. of National Center of AI in Chile☆41Jul 8, 2025Updated 7 months ago
- ☆26Jul 30, 2024Updated last year
- (ICLR 2025) Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization☆27Sep 5, 2024Updated last year
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆179Aug 6, 2024Updated last year
- Official Implementations of "Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space""☆187Jul 15, 2024Updated last year
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆177Mar 22, 2024Updated last year
- Source code and data for the paper "SALT: Sales Autocompletion Linked Business Tables Dataset"☆33Jul 9, 2025Updated 7 months ago
- ☆11Sep 13, 2024Updated last year
- An Interpretable Self-Attention Network with block-attention and attention-attribution.☆12Sep 22, 2023Updated 2 years ago
- Parametric differentiable curves with PyTorch for continuous embeddings, shape-restricted models, or KANs☆53Feb 5, 2026Updated last week
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆315Nov 28, 2025Updated 2 months ago
- [MM 2024 Oral] Refiner for AIGC☆29Jul 29, 2024Updated last year
- [ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"☆530Jul 13, 2024Updated last year
- [WWW 2023] Official code of "Adap-$\tau$: Adaptively Modulating Embedding Magnitude for Recommendation"☆29Jan 4, 2024Updated 2 years ago
- Official repository for Characterization of tumor heterogeneity through segmentation-free representation learning on multiplexed imaging …☆14Sep 28, 2025Updated 4 months ago
- Implementation of N-Grammer, augmenting Transformers with latent n-grams, in Pytorch☆76Dec 4, 2022Updated 3 years ago
- Fine-tuning large language models with huggingface transformers and deepspeed☆31Dec 11, 2023Updated 2 years ago