tabred
Tabular model benchmark
An effort to analyze pitfalls and improve the evaluation of tabular deep learning models by creating a new benchmark with real-world datasets
TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks
57 stars
3 watching
2 forks
Language: Python
last commit: 4 months ago benchmarksmachine-learningresearchtabular-data
Related projects:
| Repository | Description | Stars |
|---|---|---|
 yandex/rep | A toolset for building and running reproducible machine learning experiments in Python | 689 |
 manujosephv/pytorch_tabular | A deep learning framework specifically designed for tabular data, providing a standardized approach to modeling and deploying complex machine learning models. | 1,404 |
 juliadata/dataframes.jl | A package providing tools and data structures for efficiently working with tabular data in Julia. | 1,738 |
 yandexdataschool/ysda_deeplearning17 | Repository containing lecture and seminar materials for a deep learning course taught in 2017 | 116 |
 datonic/datadex | A platform for collaborative open data management and analysis | 264 |
 rajasegar/htmx-tabular | An application that demonstrates tabular data display with features like search, sorting, and pagination using the htmx library in Node. | 8 |
 hepdata/hepdata | A web application for managing and sharing high-energy physics data from experiments | 41 |
 pyg-team/pytorch-frame | A deep learning framework for handling heterogeneous tabular data with diverse column types | 582 |
 awesomedata/awesome-public-datasets | A curated collection of high-quality public datasets organized by topic. | 61,377 |
 mohamedadaly/labr | A dataset of Arabic book reviews for natural language processing tasks | 44 |
 rucaibox/recsysdatasets | A repository of public data sources for Recommender Systems. | 887 |
 cidree/forestdata | A package providing easy access to forestry and land use datasets. | 13 |
 jxshin/mzdata | A comprehensive dataset of Mozilla issue tracking history, providing multiple extracts and levels for analysis. | 7 |
 gopherdata/resources | A collection of Go-based resources and tools for data science tasks | 879 |
 datasciencemasters/data | A curated list of accessible data sources with clear licensing terms and moderate restrictions. | 506 |