yandex-research / rtdl-num-embeddings
(NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning
☆330Updated last month
Alternatives and similar repositories for rtdl-num-embeddings:
Users that are interested in rtdl-num-embeddings are comparing it to the libraries listed below
- Research on Tabular Deep Learning: Papers & Packages☆935Updated 2 months ago
- (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data☆231Updated 2 months ago
- The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"☆276Updated 2 months ago
- The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive …☆411Updated 3 years ago
- ☆465Updated 4 months ago
- Implementation of TabTransformer, attention network for tabular data, in Pytorch☆848Updated last week
- ☆197Updated 3 years ago
- TabM: Advancing Tabular Deep Learning With Parameter-Efficient Ensembling☆154Updated 2 months ago
- Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020☆150Updated 4 years ago
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆169Updated last month
- Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data☆484Updated 3 years ago
- Experiments on Tabular Data Models☆271Updated last year
- The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"☆143Updated 2 years ago
- Revisiting Pretrarining Objectives for Tabular Deep Learning☆63Updated 2 years ago
- Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)☆330Updated last year
- ☆134Updated 9 months ago
- TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆61Updated 2 months ago
- A Tensorflow 2.0 implementation of TabNet.☆242Updated last year
- NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables☆184Updated 6 months ago
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆81Updated last year
- ☆167Updated 4 years ago
- ☆169Updated 7 months ago
- Loss function which directly targets ROC-AUC☆245Updated last year
- Deep Learning Utilities for PyTorch users (old name: Zero)☆35Updated 2 months ago
- A standard framework for modelling Deep Learning Models for tabular data☆1,430Updated this week
- DANets (a family of neural networks) for tabular data classification/ regression.☆39Updated 2 years ago
- [ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"☆413Updated 6 months ago
- Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representati…☆75Updated 10 months ago
- Tabular Deep Learning Library for PyTorch☆599Updated this week
- ☆49Updated 2 years ago