WhatAShot / ExcelFormerLinks
The pioneering neural network surpassing extremely-tuned XGboost and Catboost on varied tabular datasets.
☆68Updated last year
Alternatives and similar repositories for ExcelFormer
Users that are interested in ExcelFormer are comparing it to the libraries listed below
Sorting:
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆173Updated last year
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆202Updated last month
- The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"☆150Updated 3 years ago
- (ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆83Updated 6 months ago
- Tabular In-Context Learning☆94Updated 9 months ago
- (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data☆308Updated last year
- Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representati…☆85Updated last year
- A repo for transfer learning with deep tabular models☆105Updated 2 years ago
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆21Updated 8 months ago
- A framework for prototyping and benchmarking imputation methods☆195Updated 2 years ago
- DANets (a family of neural networks) for tabular data classification/ regression.☆47Updated 3 years ago
- Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020☆152Updated 5 years ago
- ☆38Updated 2 years ago
- Ensemble-based, size-agnostic wrapper for the TabPFN classifier☆33Updated last year
- Revisiting Pretrarining Objectives for Tabular Deep Learning☆65Updated 3 years ago
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆88Updated 2 years ago
- (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning☆386Updated 7 months ago
- Repository for the feature selection with tabular models☆67Updated 2 years ago
- Experiments on Tabular Data Models☆282Updated 2 years ago
- Code for finetuning TabPFN on one downstream tabular dataset.☆78Updated 2 months ago
- ☆62Updated 4 years ago
- (ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles☆95Updated 5 months ago
- The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"☆311Updated 2 weeks ago
- ☆67Updated 2 years ago
- (AAAI 2023 oral) Original implementation and experiment results of T2G-FORMER☆40Updated last year
- ☆500Updated last year
- TemporAI: ML-centric Toolkit for Medical Time Series☆125Updated last year
- Interpretable ML for TabPFN☆42Updated 4 months ago
- NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables☆202Updated 8 months ago
- Beta calibration☆30Updated last year