The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"
☆151Jul 1, 2022Updated 3 years ago
Alternatives and similar repositories for SubTab
Users that are interested in SubTab are comparing it to the libraries listed below
Sorting:
- Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020☆156Oct 26, 2020Updated 5 years ago
- Unofficial repo for SubTab with additional code and data for Adult Income and BlogFeedback datasets. BlogFeedback data is attached as zip…☆10Jun 24, 2022Updated 3 years ago
- Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representati…☆93Mar 17, 2024Updated 2 years ago
- Official PyTorch implementation of STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables (ICLR 2023 Spotlight)…☆60Mar 25, 2023Updated 2 years ago
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆212Oct 26, 2025Updated 4 months ago
- A repo for transfer learning with deep tabular models☆104Feb 15, 2023Updated 3 years ago
- 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
- ☆26Jul 30, 2024Updated last year
- ☆37Oct 8, 2020Updated 5 years ago
- Research on Tabular Deep Learning: Papers & Packages☆1,112Nov 13, 2024Updated last year
- Experiments on Tabular Data Models☆280May 25, 2023Updated 2 years ago
- PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf☆2,914Oct 23, 2024Updated last year
- A general purpose recommender metrics library for fair evaluation.☆276Aug 22, 2023Updated 2 years ago
- ☆19May 15, 2023Updated 2 years ago
- ☆504Aug 18, 2024Updated last year
- ☆38May 17, 2022Updated 3 years ago
- (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning☆409Apr 16, 2025Updated 11 months ago
- Efficiently calculate 3D-features for quantitative structure-activity relationship approaches.☆72Feb 1, 2024Updated 2 years ago
- Exploring the space of drug combinations to discover synergistic drugs using Active Learning☆24Aug 13, 2024Updated last year
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆89Feb 28, 2023Updated 3 years ago
- ☆15Oct 15, 2023Updated 2 years ago
- (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data☆325Nov 12, 2024Updated last year
- Reproducing Shalit et al.'s Individual Treatment Effect model. This is a deep neural net that can be applied to various problems in causa…☆19May 22, 2022Updated 3 years ago
- ☆14Jan 31, 2024Updated 2 years ago
- Instance-based uncertainty estimation for gradient-boosted regression trees☆32Jul 25, 2024Updated last year
- [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams☆40Mar 13, 2026Updated last week
- [NeurIPS 2024] Official implementation of "Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-Guidance"☆17Dec 4, 2024Updated last year
- OntoMerger is an ontology alignment library for deduplicating knowledge graph nodes that represent the same domain.☆102Jan 11, 2024Updated 2 years ago
- Jam of papers that interest or bore me and my friends :P☆24Jan 4, 2026Updated 2 months ago
- ☆14Jan 28, 2023Updated 3 years ago
- Beiwe is a smartphone-based digital phenotyping research platform.☆13Mar 10, 2026Updated last week
- DevDoctors - 의사를 위한 실전 AI☆13Jun 17, 2021Updated 4 years ago
- ShinyLearner: a software framework for performing benchmarks of machine-learning classification algorithms☆18Dec 15, 2021Updated 4 years ago
- R package that performs sparse factor analysis and differential gene expression discovery simultaneously on single-cell CRISPR screening …☆25Oct 3, 2023Updated 2 years ago
- A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch☆1,405Sep 27, 2025Updated 5 months ago
- DeltaPy - Tabular Data Augmentation (by @firmai)☆556Sep 19, 2023Updated 2 years ago
- ☆32Sep 24, 2019Updated 6 years ago
- ☆51Aug 23, 2021Updated 4 years ago
- (ICCV 2021) Official PyTorch implementation of "Learning to Discover Reflection Symmetry via Polar Matching Convolution."☆13Aug 31, 2021Updated 4 years ago