Alcoholrithm / TabularS3LLinks
A PyTorch Lightning-based library for self- and semi-supervised learning on tabular data.
☆35Updated 3 months ago
Alternatives and similar repositories for TabularS3L
Users that are interested in TabularS3L are comparing it to the libraries listed below
Sorting:
- Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representati…☆77Updated last year
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆191Updated 3 months ago
- (ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆72Updated this week
- Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020☆148Updated 4 years ago
- The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"☆144Updated 2 years ago
- A framework for prototyping and benchmarking imputation methods☆183Updated 2 years ago
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆85Updated 2 years ago
- (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data☆267Updated 6 months ago
- A benchmark for distribution shift in tabular data☆52Updated 11 months ago
- TensorFlow implementation of TabTransformer☆82Updated 2 years ago
- ☆28Updated last year
- A repo for transfer learning with deep tabular models☆103Updated 2 years ago
- Code for "NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning"☆46Updated 2 years ago
- ☆479Updated 9 months ago
- pyCausalFS:A Python Library of Causality-based Feature Selection for Causal Structure Learning and Classification☆69Updated 4 years ago
- ☆39Updated 2 years ago
- ☆66Updated 2 years ago
- NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables☆192Updated 2 months ago
- ☆61Updated 4 years ago
- Revisiting Pretrarining Objectives for Tabular Deep Learning☆63Updated 2 years ago
- Official code for "STaSy: Score-based Tabular data Synthesis", ICLR 2023☆28Updated last year
- ☆14Updated 3 months ago
- Neural Additive Models (Google Research)☆28Updated last year
- Code for finetuning TabPFN on one downstream tabular dataset.☆57Updated last week
- Experiments on Tabular Data Models☆277Updated 2 years ago
- DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks☆20Updated 2 years ago
- Time Series Anomaly Detection☆38Updated last year
- Official Implementations of "Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space""☆147Updated 10 months ago
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆158Updated last year
- (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning☆361Updated last month