liuzg21

liuzg21

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Dimension-Reduction-Algorithms

常用降维算法的复现和比较,包括LDA, PCA, KPCA, MDS, Isomap, LLE。

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pytorch-VAT

Unofficial pytorch implementation of a paper, Distributional Smoothing with Virtual Adversarial Training [Miyato+, ICLR2016].

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k-meansAndDTW.

Clustering and fitting of time series based on DTW and k-means

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DTW_kmedoids

Multivariate time series clustering using Dynamic Time Warping (DTW) and k-mediods algorithm

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Time-series-classification-and-clustering-with-Reservoir-Computing

Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.

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