Utils

This module tries to include most of the plotting functionality available in the package

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Plot

 Plot (path:str)

Plotting module

	Type	Details
path	str	path to embeddings

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source

Plot.get_normalized

 Plot.get_normalized ()

Returns the normalized ssms

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Plot.get_raw_ssms

 Plot.get_raw_ssms ()

Returns the raw ssms

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Plot.get_standardized

 Plot.get_standardized ()

Returns the standardized ssms

p = Path('.')
e = p.absolute().parent.parent/'mnt'/'e'
coll_repr(e.ls(), 2)

plotter = Plot(e/'A_Modest_Proposal_cleaned')

plotter.path.stem.replace('_', ' ')

'A Modest Proposal cleaned'

plotter

This object contains the path to `/mnt/e/A_Modest_Proposal_cleaned`

# d = plotter.get_normalized()
d = plotter.get_standardized()

for k, v in d.items():
    print(v.shape)

(68, 68)
(68, 68)
(68, 68)
(68, 68)
(68, 68)
(68, 68)
(68, 68)
(68, 68)
(68, 68)
(68, 68)

d.keys()

dict_keys(['DeCLUTR Base', 'DeCLUTR Small', 'DistilBERT', 'InferSent FastText', 'InferSent GloVe', 'MiniLM', 'MPNet', 'RoBERTa', 'USE', 'XLM'])

plotter.get_sectional_ssms(0, -1, True)

Done plotting A Modest Proposal DeCLUTR Base.png
Done plotting A Modest Proposal DeCLUTR Small.png
Done plotting A Modest Proposal DistilBERT.png
Done plotting A Modest Proposal InferSent FastText.png
Done plotting A Modest Proposal InferSent GloVe.png
Done plotting A Modest Proposal MiniLM.png
Done plotting A Modest Proposal MPNet.png
Done plotting A Modest Proposal RoBERTa.png
Done plotting A Modest Proposal USE.png
Done plotting A Modest Proposal XLM.png

<Figure size 432x288 with 0 Axes>

plotter.create_ssms()

Done plotting A Modest Proposal DeCLUTR Small.png
Done plotting A Modest Proposal RoBERTa.png
Done plotting A Modest Proposal InferSent GloVe.png
Done plotting A Modest Proposal InferSent FastText.png
Done plotting A Modest Proposal DistilBERT.png
Done plotting A Modest Proposal MPNet.png
Done plotting A Modest Proposal USE.png
Done plotting A Modest Proposal DeCLUTR Base.png

<Figure size 432x288 with 0 Axes>

class Foo:
    def __init__(self, i):
        self.i = i
    def __repr__(self):
        return f'Init value in i is {self.i}'
    def __str__(self):
        return f'idk what this does'

x = Foo(5)

x

Init value in i is 5

print(x)

idk what this does