Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representation of tabular data using contrastive learning. It is inspired from SimCLR and uses a similar architecture and loss.
☆95Mar 17, 2024Updated 2 years ago
Alternatives and similar repositories for pytorch-scarf
Users that are interested in pytorch-scarf are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A PyTorch Lightning-based library for self- and semi-supervised learning on tabular data.☆43Mar 2, 2025Updated last year
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆212Apr 13, 2026Updated 3 months ago
- The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"☆149Jul 1, 2022Updated 4 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 4 years ago
- ☆10Oct 14, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official PyTorch implementation of STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables (ICLR 2023 Spotlight)…☆60Mar 25, 2023Updated 3 years ago
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆183Mar 22, 2024Updated 2 years ago
- NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables☆216Mar 13, 2025Updated last year
- Unofficial Pytorch implementation of SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pretraining https…☆30Nov 20, 2023Updated 2 years ago
- ☆52Aug 11, 2024Updated last year
- The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive …☆466Dec 6, 2021Updated 4 years ago
- Dynamic Affine Feature Map Transform☆58Jun 14, 2024Updated 2 years ago
- Experiments on Tabular Data Models☆281May 25, 2023Updated 3 years ago
- ☆22Nov 21, 2021Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A repo for transfer learning with deep tabular models☆103Feb 15, 2023Updated 3 years ago
- A Mixed Sample Data Augmentation method for Training with Time-Frequency Domain Features☆10Oct 5, 2022Updated 3 years ago
- DANets (a family of neural networks) for tabular data classification/ regression.☆48Feb 14, 2022Updated 4 years ago
- A unified framework for Deep Learning Models on tabular data☆1,677Apr 17, 2026Updated 3 months ago
- Implementation of TabTransformer, attention network for tabular data, in Pytorch☆1,089Jan 8, 2026Updated 6 months ago
- Code that accompanies the paper Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance☆76Jan 22, 2019Updated 7 years ago
- Additional multi-backend functionality for Keras 3.☆16Mar 1, 2024Updated 2 years ago
- ☆19May 15, 2023Updated 3 years ago
- Research on Tabular Deep Learning: Papers & Packages☆1,154Apr 17, 2026Updated 3 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Implementation of Metaformer, but in an autoregressive manner☆26Jun 21, 2022Updated 4 years ago
- Teaching a Convolutional Neural Network to recognize painting genre. Handcrafted dataset. Cool visualizations.☆10Dec 19, 2018Updated 7 years ago
- An introduction talk about metric learning☆24Oct 28, 2021Updated 4 years ago
- Source code for the ICASSP 2023 paper "RUMOR DETECTION VIA ASSESSING THE SPREADING PROPENSITY OF USERS"☆12Jun 10, 2023Updated 3 years ago
- Haplotype-based somatic genome simulator☆10Apr 20, 2026Updated 3 months ago
- Revisiting Pretrarining Objectives for Tabular Deep Learning☆68Aug 22, 2022Updated 3 years ago
- ☆14Jul 27, 2021Updated 4 years ago
- A ready-to-use framework of the state-of-the-art models for structured (tabular) data learning with PyTorch. Applications include recomme…☆80Nov 21, 2025Updated 8 months ago
- The proliferation of fake news on social media sites is a serious problem with documented negative impacts on individuals and organizatio…☆13Oct 24, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Mediapipe Course 2023, here you can find the course https://www.youtube.com/c/aiphile☆17Nov 29, 2025Updated 7 months ago
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆89Feb 28, 2023Updated 3 years ago
- (KDD’24) Using Self-Supervised Learning Can Improve Model Fairness.☆11Jun 5, 2024Updated 2 years ago
- (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning☆417Apr 16, 2025Updated last year
- ☆13Jun 30, 2026Updated 3 weeks ago
- The pioneering neural network surpassing extremely-tuned XGboost and Catboost on varied tabular datasets.☆68Jun 11, 2024Updated 2 years ago
- ☆12Nov 5, 2019Updated 6 years ago