hypertools.
describe
(x, reduce='IncrementalPCA', max_dims=None, show=True)[source]¶Create plot describing covariance with as a function of number of dimensions
This function correlates the raw data with reduced data to get a sense for how well the data can be summarized with n dimensions. Useful for evaluating quality of dimensionality reduced plots.
Parameters: | x : Numpy array, DataFrame or list of arrays/dfs
reduce : str or dict
max_dims : int
show : bool
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Returns: | result : dict
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