yandex-research / tabred
TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks
☆69Updated last month
Alternatives and similar repositories for tabred:
Users that are interested in tabred are comparing it to the libraries listed below
- Tabular In-Context Learning☆59Updated 2 months ago
- ☆153Updated last year
- (ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles☆90Updated last month
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆43Updated last month
- Revisiting Pretrarining Objectives for Tabular Deep Learning☆63Updated 2 years ago
- Compare and ensemble models without retraining☆55Updated this week
- TabDPT: Scaling Tabular Foundation Models☆26Updated last week
- A PyTorch Lightning-based library for self- and semi-supervised learning on tabular data.☆33Updated 2 months ago
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆18Updated last month
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆85Updated 2 years ago
- Influence Estimation for Gradient-Boosted Decision Trees☆27Updated 11 months ago
- Repository for the feature selection with tabular models☆64Updated last year
- The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"☆291Updated 5 months ago
- (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning☆356Updated 2 weeks ago
- (ICLR 2025) TabM: Advancing Tabular Deep Learning With Parameter-Efficient Ensembling☆259Updated 3 weeks ago
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆188Updated 2 months ago
- ML models + benchmark for tabular data classification and regression☆134Updated last month
- (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data☆256Updated 5 months ago
- A repo for transfer learning with deep tabular models☆102Updated 2 years ago
- Our maintained PFN repository. Come here to train SOTA PFNs.☆81Updated 2 weeks ago
- Research on Tabular Foundation Models☆48Updated 4 months ago
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆44Updated last year
- ☆27Updated 2 years ago
- Repository for CARTE: Context-Aware Representation of Table Entries☆124Updated last month
- Code for "NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning"☆45Updated 2 years ago
- A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data☆17Updated 8 months ago
- Beta calibration☆29Updated last year
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆151Updated 9 months ago
- ☆64Updated last year
- For calculating Shapley values via linear regression.☆67Updated 3 years ago