Parent category | Analysis |
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Description | Multivariate analysis tools |

Component | Version | Inputs | Outputs | Description |
---|---|---|---|---|

PCA | 1.1 | matrix | loadings, scores, variation | PCA performs a principal component analysis on a given data matrix based on eigen values. |

QSNE | 1.0 | in, init | out | Fast nonlinear dimensionality reduction using a quadratic-convergence t-SNE algorithm. |

TSNE | 1.1 | in | out, entropy | This component performs dimensionality reduction with an R wrapper of the C++ implementation of Barnes-Hut-SNE as described in http://lvdmaaten.github.io/tsne/. |

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