table

table

class table[source]

Bases: object

this classe has been establish with pandas DataFrame

Methods

WPCA

from https://github.com/jakevdp/wpca/blob/master/WPCA-Example.ipynb enter which pca do yo want either 'pca', 'wpca' or 'empca' empca slower than wpca

fit_base

weights define as 1/sigma**2 self.table = MxT, base_vec = NxT, N the number of basis element

rms_w

rtype

None

List of members of table

__init__(array)[source]
rms_w(weights, axis=1)[source]
Return type

None

WPCA(pca, weight=None, comp_max=None, m=2, kind='inter')[source]

from https://github.com/jakevdp/wpca/blob/master/WPCA-Example.ipynb enter which pca do yo want either ‘pca’, ‘wpca’ or ‘empca’ empca slower than wpca

Return type

None

fit_base(base_vec, weight=None, num_sim=1)[source]

weights define as 1/sigma**2 self.table = MxT, base_vec = NxT, N the number of basis element

Return type

None

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