Transformations

Transformations	Notes
Singular Value Decomposition (SVD)	Differentiable
Latent Dirichlet Allocation (LDA)	Not differentiable
Non-negative Matrix Factorization (NMF)	Not differentiable
Uniform Manifold Approximation and Projection (UMAP)	Not differentiable
Pooling Word Vectors	Applies to word embeddings only Reduces word-level vectors to document-level Pool options include max, min, mean, first, and last Defaults to max