9 Decom
The decomposition module provide algorithms for linear and nonlinear decomposition / matrix factorization.
The following algorithms are supported:
- PCA Principal Component Analysis
- ICA Independent Component Analysis
- NMF Non-negative Matrix Factorization
- SPCA Sparse PCA
- Kernel PCA Kernel Principal Component Analysis
- ISOMAP
- MDS Multidimensional scaling
- LLE Locally Linear Embedding
- tSNE t-distributed Stochastic Neighbor Embedding
- UMAP Uniform Manifold Approximation and Projection
Algorithm-specific hyperparameters will be show below the algorithm selection box when applicable.