Tabular

First draft (in progress): Isabelle Guyon, Romain Egelé, Frank Hutter

Repositories (contain many tabular dataset, but also include other data types) :

• UCI machine Learning repository

• List of datasets for machine learning research (Wikipedia)

• KDD cup archive

• Kaggle datasets

• OpenML

• Deeplake

• Tensorflow datasets

• Hugging Face datasets

Pytorch-repositories have many datasets for different applications (not sure where to put them, Romain Egelé):

• Pytorch Vision Datasets

• Pytorch Audio Datasets

• Pytorch Text Datasets

ML challenges and benchmarks:

• Codalab competitions

• OpenML benchmarking suites

• AutoML challenge

Inspiring blogs/resources:

• towards-data-science

• https://paperswithcode.com/datasets: very useful, sorted by number of papers.

• https://datasetsearch.research.google.com/ valuable for specific queries

• https://www.kaggle.com/datasets?sort=votes&fileType=csv