Embedded dataset in Poincare Balls
Dataset Description |
This dataset contains four real-world sub-datasets with data embedded into Poincare ball models, including Olsson's single-cell RNA expression data, CIFAR10, Fashion-MNIST and mini-ImageNet. Each sub-dataset has two corresponding files: one is the data file, the other one is the pre-computed reference points for each class in the sub-dataset. Please refer to our paper (https://arxiv.org/pdf/2109.03781.pdf) and codes (https://github.com/thupchnsky/PoincareLinearClassification) for more details. |
Subject |
Technology and Engineering |
Keywords |
Hyperbolic space; Machine learning; Poincare ball models; Perceptron algorithm; Support vector machine |
License |
CC0 |
Funder |
U.S. National Science Foundation (NSF)-Grant:1956384 |
Corresponding Creator |
Olgica Milenkovic |
Downloaded |
992 times |
| Version | DOI | Comment | Publication Date |
|---|---|---|---|
| 1 | 10.13012/B2IDB-6901251_V1 | 2023-06-01 |
Contact the Research Data Service for help interpreting this log.
| RelatedMaterial | destroy: {"material_type"=>"Code", "availability"=>nil, "link"=>"https://github.com/thupchnsky/PoincareLinearClassification", "uri"=>"", "uri_type"=>"", "citation"=>"", "dataset_id"=>2131, "selected_type"=>"Code", "datacite_list"=>"", "note"=>nil, "feature"=>nil} | 2025-01-08T23:48:46Z |