Statements (25)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:software
|
| gptkbp:author |
gptkb:James_Melville
gptkb:Leland_McInnes gptkb:John_Healy |
| gptkbp:availableOn |
gptkb:PyPI
|
| gptkbp:category |
gptkb:machine_learning
data science |
| gptkbp:documentation |
https://umap-learn.readthedocs.io/
|
| gptkbp:firstReleased |
2018
|
| https://www.w3.org/2000/01/rdf-schema#label |
umap-learn
|
| gptkbp:implementedIn |
UMAP algorithm
|
| gptkbp:language |
gptkb:Python
|
| gptkbp:latestReleaseVersion |
2024
|
| gptkbp:license |
gptkb:BSD_license
|
| gptkbp:relatedTo |
gptkb:PCA
gptkb:t-SNE |
| gptkbp:repository |
https://github.com/lmcinnes/umap
|
| gptkbp:supports |
gptkb:scikit-learn_API
gptkb:Pandas gptkb:NumPy |
| gptkbp:usedFor |
gptkb:data_visualization
dimensionality reduction manifold learning |
| gptkbp:bfsParent |
gptkb:UMAP
|
| gptkbp:bfsLayer |
7
|