ResultsHandle

class hybrid_learning.concepts.analysis.results.ResultsHandle

Bases: ABC

Base class for dictionary form result handles.

Public Methods:

save(folder)	Save the results under the root given by folder.
to_pandas()	Return a pandas object representation of the held results.

Special Methods:

__repr__()

Return repr(self).

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__repr__()

Return repr(self).

Return type

str

static emb_info_to_pandas(embs, stats=None, std_dev=None)

Quick info about an embedding and its stats (and standard dev) as pandas.Series.

Parameters

• embs (Union[ConceptEmbedding, Iterable[ConceptEmbedding]]) –

• stats (Optional[Series]) –

• std_dev (Optional[Tuple[ndarray, float, float]]) –

Return type

Series

classmethod emb_info_to_string(embs, stats=None, std_dev=None)

Printable quick info about the given embedding with stats (and standard deviation).

Parameters

• embs (Union[ConceptEmbedding, Iterable[ConceptEmbedding]]) –

• stats (Optional[Series]) –

• std_dev (Optional[Tuple[ndarray, float, float]]) –

Return type

str

abstract classmethod load(folder)

Load results and return handle for them.

Parameters

folder (str) –

Return type

ResultsHandle

abstract save(folder)

Save the results under the root given by folder.

Parameters

folder (str) –

abstract to_pandas()

Return a pandas object representation of the held results.

Return type

DataFrame