WhatAShot / DANetLinks
DANets (a family of neural networks) for tabular data classification/ regression.
☆46Updated 3 years ago
Alternatives and similar repositories for DANet
Users that are interested in DANet are comparing it to the libraries listed below
Sorting:
- (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data☆305Updated last year
- Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representati…☆85Updated last year
- The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"☆149Updated 3 years ago
- Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020☆151Updated 5 years ago
- ☆10Updated 5 years ago
- NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables☆201Updated 8 months ago
- The pioneering neural network surpassing extremely-tuned XGboost and Catboost on varied tabular datasets.☆65Updated last year
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆200Updated 2 weeks ago
- A repo for transfer learning with deep tabular models☆104Updated 2 years ago
- Experiments on Tabular Data Models☆280Updated 2 years ago
- Python/R library for feature selection in neural nets. ("Feature selection using Stochastic Gates", ICML 2020)☆109Updated 3 years ago
- ☆205Updated 3 years ago
- Revisiting Pretrarining Objectives for Tabular Deep Learning☆65Updated 3 years ago
- Loss function which directly targets ROC-AUC☆249Updated 2 years ago
- The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive …☆457Updated 3 years ago
- (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning☆384Updated 6 months ago
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆170Updated last year
- ☆51Updated 4 years ago
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆88Updated 2 years ago
- A deep learning tabular classification architecture inspired by TabTransformer with integrated gated multilayer perceptron.☆101Updated 2 years ago
- LibAUC: A Deep Learning Library for X-Risk Optimization☆313Updated last month
- [NeurIPS’20] ⚖️ Build powerful ensemble class-imbalanced learning models via meta-knowledge-powered resampler. | 设计元知识驱动的采样器解决类别不平衡问题☆109Updated last year
- An automatic deep tabular learning package☆13Updated 2 years ago
- ☆173Updated last year
- 🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库☆399Updated 6 months ago
- ☆170Updated 4 years ago
- [ICDE'20] ⚖️ A general, efficient ensemble framework for imbalanced classification. | 泛用,高效,鲁棒的类别不平衡学习框架☆259Updated last year
- Repository of the ICML 2020 paper "Set Functions for Time Series"☆126Updated 4 years ago
- ☆42Updated 2 years ago
- This repository contains the implementation of Dynamask, a method to identify the features that are salient for a model to issue its pred…☆75Updated 3 years ago