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tapkee-cli - CLI-tool for efficient dimension reduction
- Description:
Tapkee is a cli-tool for efficient dimension reduction and provides
implementations of the following dimension reduction methods:
* Locally Linear Embedding and Kernel Locally Linear Embedding
(LLE/KLLE)
* Neighborhood Preserving Embedding (NPE)
* Local Tangent Space Alignment (LTSA)
* Linear Local Tangent Space Alignment (LLTSA)
* Hessian Locally Linear Embedding (HLLE)
* Laplacian eigenmaps
* Locality Preserving Projections
* Diffusion map
* Isomap and landmark Isomap
* Multidimensional scaling and landmark Multidimensional scaling
(MDS/lMDS)
* Stochastic Proximity Embedding (SPE)
* PCA and randomized PCA
* Kernel PCA (kPCA)
* Random projection
* Factor analysis
* t-SNE
* Barnes-Hut-SNE
Packages