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incremental_PCA_based_compression

Bases: dimension_reduction_compression

Source code in tinybig/compression/dimension_reduction_compression.py 
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class incremental_PCA_based_compression(dimension_reduction_compression):
    def __init__(self, D: int, name='incremental_PCA_based_compression', *args, **kwargs):
        dr_function = incremental_PCA(n_feature=D)
        super().__init__(D=D, name=name, dr_function=dr_function, *args, **kwargs)