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:
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆209Updated 3 months ago
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆177Updated last year
- 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☆86Updated 8 months ago
- Tabular In-Context Learning☆106Updated 10 months ago
- Ensemble-based, size-agnostic wrapper for the TabPFN classifier☆34Updated last year
- A repo for transfer learning with deep tabular models☆105Updated 2 years ago
- (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data☆314Updated last year
- Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representati…☆90Updated last year
- Experiments on Tabular Data Models☆280Updated 2 years ago
- Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020☆154Updated 5 years ago
- A framework for prototyping and benchmarking imputation methods☆194Updated 2 years ago
- ☆39Updated 3 years ago
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆88Updated 2 years ago
- DANets (a family of neural networks) for tabular data classification/ regression.☆48Updated 3 years ago
- Revisiting Pretrarining Objectives for Tabular Deep Learning☆66Updated 3 years ago
- NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables☆211Updated 10 months ago
- Code for finetuning TabPFN on one downstream tabular dataset.☆83Updated 4 months ago
- HyperFast : Instant Classification for Tabular Data☆76Updated 2 months ago
- (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning☆401Updated 9 months ago
- The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"☆317Updated 2 months ago
- (ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles☆100Updated last month
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆23Updated 10 months ago
- (AAAI 2023 oral) Original implementation and experiment results of T2G-FORMER☆41Updated last year
- A Living Benchmark for Machine Learning on Tabular Data☆179Updated last week
- ☆62Updated 4 years ago
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆305Updated 2 months ago
- Community extensions for TabPFN - the foundation model for tabular data. Built with TabPFN! 🤗☆249Updated this week
- ☆503Updated last year
- Graph Neural Networks for Tabular Data Learning (GNN4TDL)☆110Updated 6 months ago