Package: clean-plot
Welcome to clean_plotInstallThe easiest way to install the library is to simply do apipinstall.pip install clean-plotAnother way to install the library would be to build from source. It is
more likely that the released version may contain bugs. The source would
get updated more often. If you plan to add features toclean_plotyourself, or want to be on the cutting edge, you can use an editable
install.git clone https://github.com/deven367/clean_plot.git
cd clean_plot
pip install -e .How to useThe library contains easy to use methods for cleaning text, tokenizing
and lemmatizing sentences. These sentences can then be easily fed to a
sentence encoder to create sentence embeddings.fname='../files/dummy.txt'text=get_data(fname)print(text)MARLEY was dead: to begin with. There is no doubt
whatever about that. The register of his burial was
signed by the clergyman, the clerk, the undertaker,
and the chief mourner. Scrooge signed it: and
Scrooge's name was good upon 'Change, for anything he
chose to put his hand to. Old Marley was as dead as a
door-nail.

Mind! I don't mean to say that I know, of my
own knowledge, what there is particularly dead about
a door-nail. I might have been inclined, myself, to
regard a coffin-nail as the deadest piece of ironmongery
in the trade. But the wisdom of our ancestors
is in the simile; and my unhallowed hands
shall not disturb it, or the Country's done for. You
will therefore permit me to repeat, emphatically, that
Marley was as dead as a door-nail.

This is a new sentence.sentences=make_sentences(text)sentences(#11) ['MARLEY was dead: to begin with.','There is no doubt whatever about that.','The register of his burial was signed by the clergyman, the clerk, the undertaker, and the chief mourner.',"Scrooge signed it: and Scrooge's name was good upon 'Change, for anything he chose to put his hand to.",'Old Marley was as dead as a door-nail.','Mind!',"I don't mean to say that I know, of my own knowledge, what there is particularly dead about a door-nail.",'I might have been inclined, myself, to regard a coffin-nail as the deadest piece of ironmongery in the trade.',"But the wisdom of our ancestors is in the simile; and my unhallowed hands shall not disturb it, or the Country's done for.",'You will therefore permit me to repeat, emphatically, that Marley was as dead as a door-nail.'...]no_punctuations=[]forsentenceinsentences:new_sentence=remove_punctuations(sentence)no_punctuations.append(new_sentence)no_punctuations['MARLEY was dead to begin with',
 'There is no doubt whatever about that',
 'The register of his burial was signed by the clergyman the clerk the undertaker and the chief mourner',
 'Scrooge signed it and Scrooge s name was good upon Change for anything he chose to put his hand to',
 'Old Marley was as dead as a door nail',
 'Mind',
 'I don t mean to say that I know of my own knowledge what there is particularly dead about a door nail',
 'I might have been inclined myself to regard a coffin nail as the deadest piece of ironmongery in the trade',
 'But the wisdom of our ancestors is in the simile and my unhallowed hands shall not disturb it or the Country s done for',
 'You will therefore permit me to repeat emphatically that Marley was as dead as a door nail',
 'This is a new sentence']ContributingThis library has come into existence because ofnbdev(one of many amazing tools made byfast.ai). PRs and Issues are encouraged.After you clone this repository, please runnbdev_install_hooksin
your terminal. This sets up git hooks, which clean up the notebooks to
remove the extraneous stuff stored in the notebooks (e.g. which cells
you ran) which causes unnecessary merge conflicts.Before submitting a PR, check that the local library and notebooks
match. The scriptnbdev_fixcan let you know if there is a difference
between the local library and the notebooks.If you made a change to the notebooks in one of the exported cells, you
can export it to the library withnbdev_export.If you made a change to the library, you can export it back to the
notebooks withnbdev_update.