Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
dimensionality reduction algorithm
|
| gptkbp:developer |
gptkb:James_Melville
gptkb:Leland_McInnes gptkb:John_Healy |
| gptkbp:field |
gptkb:machine_learning
gptkb:data_visualization manifold learning |
| gptkbp:firstPublished |
2018
|
| gptkbp:fullName |
gptkb:Uniform_Manifold_Approximation_and_Projection
|
| https://www.w3.org/2000/01/rdf-schema#label |
UMAP
|
| gptkbp:input |
high-dimensional data
|
| gptkbp:license |
gptkb:BSD_license
|
| gptkbp:openSource |
yes
|
| gptkbp:output |
low-dimensional embedding
|
| gptkbp:primaryUse |
gptkb:data_visualization
clustering feature engineering |
| gptkbp:pythonPackage |
gptkb:umap-learn
|
| gptkbp:relatedTo |
gptkb:PCA
gptkb:t-SNE |
| gptkbp:website |
https://umap-learn.readthedocs.io/
|
| gptkbp:bfsParent |
gptkb:t-SNE
|
| gptkbp:bfsLayer |
6
|