8.1.1.8.1.12. skimpy.utils.tensor¶
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Copyright 2017 Laboratory of Computational Systems Biotechnology (LCSB), Ecole Polytechnique Federale de Lausanne (EPFL), Switzerland
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. Module Contents¶
8.1.1.8.1.12.1.1. Classes¶
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8.1.1.8.1.12.1.2. Attributes¶
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- class skimpy.Tensor(data, indexes, *args, **kwargs)¶
Bases:
object- build_index_dict(self, index_names)¶
- slice_by(self, 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(self, slicer)¶
Utility function for getting the integer number of the index (0,1, or 2)
- Parameters
slicer –
- Returns
- mean(self, slicer, *args, **kwargs)¶
Flatten using the mean along an index
- Parameters
slicer –
args –
kwargs –
- Returns
- std(self, slicer, *args, **kwargs)¶
Flatten using the standard deviation along an index :param slicer: :param args: :param kwargs: :return:
- quantile(self, slicer, quantile, *args, **kwargs)¶
Flatten using the standard deviation along an index :param slicer: :param args: :param kwargs: :return:
- make_df(self, data, index1, index2)¶
- skimpy.sample_ix¶