Parametric UMAP
Parametric UMAP
**Parametric UMAP** is a non-parametric graph-based dimensionality reduction algorithm that extends the second step of [UMAP](https://www.paperswithcode.com/method/umap) to a parametric optimization over neural network weights, learning a parametric relationship between data and embedding.
Parametric UMAP embeddings for representation and semi-supervised learning
https://paperswithcode.com/paper/parametric-umap-learning-embeddings-with-deep
Parametric UMAP embeddings for representation and semi-supervised learning