Tag: Dimensionality reduction

Time-lagged independent component analysis is a dimensionality reduction technique which transforms a high dimensional dataset to lower dimensional co-ordinates. It’s philosophy is kind of similar to PCA (principal component analysis).  For more details check here. It is a very recently developed technique which has a lot of promise. tICA can separate slow degrees of freedom […]

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