8.1.1.8.1.12. skimpy.utils.tensor¶

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Licensed under the Apache License, Version 2.0 (the “License”); you may not use this file except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

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8.1.1.8.1.12.1. Attributes¶

sample_ix

8.1.1.8.1.12.2. Classes¶

Tensor

8.1.1.8.1.12.3. Module Contents¶

class skimpy.Tensor(data, indexes, *args, **kwargs)¶

Bases: object

_data¶

complementary_indexes¶

_i¶

_j¶

_k¶

build_index_dict(index_names)¶

slice_by(slicer, value)¶

Returns a slice of the tensor along a value on a specific index

Parameters:

slicer (str or pandas.Index)
value

Returns:

get_slice_index(slicer)¶

Utility function for getting the integer number of the index (0,1, or 2)

Parameters:: slicer
Returns:

mean(slicer, *args, **kwargs)¶

Flatten using the mean along an index

Parameters:

slicer
args
kwargs

Returns:

std(slicer, *args, **kwargs)¶: Flatten using the standard deviation along an index :param slicer: :param args: :param kwargs: :return:

quantile(slicer, quantile, *args, **kwargs)¶: Flatten using the standard deviation along an index :param slicer: :param args: :param kwargs: :return:

make_df(data, index1, index2)¶

skimpy.sample_ix¶