https://github.com/patarapolw/randomsentence
Generate a sentence, randomly or from a list of keywords/initials. This is based on Brown corpus.
https://github.com/patarapolw/randomsentence
nltk sentence sentence-generator
Last synced: 24 days ago
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Generate a sentence, randomly or from a list of keywords/initials. This is based on Brown corpus.
- Host: GitHub
- URL: https://github.com/patarapolw/randomsentence
- Owner: patarapolw
- License: mit
- Created: 2018-04-16T11:30:14.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2022-10-18T18:26:15.000Z (over 2 years ago)
- Last Synced: 2024-05-01T15:23:07.376Z (about 1 year ago)
- Topics: nltk, sentence, sentence-generator
- Language: Python
- Homepage:
- Size: 1.83 MB
- Stars: 5
- Watchers: 1
- Forks: 3
- Open Issues: 4
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Random Sentence
[](https://travis-ci.org/patarapolw/randomsentence)
[](https://pypi.python.org/pypi/randomsentence/)
[](https://pypi.python.org/pypi/randomsentence/)
[](https://pypi.python.org/pypi/randomsentence/)
Generate a sentence, randomly or from a list of keywords/initials. This is based on Brown corpus.
## Installation
```
pip install randomsentence
```
## Usage
```pycon
>>> from randomsentence.sentence_maker import SentenceMaker
>>> sentence_maker = SentenceMaker()
>>> tagged_sentence = sentence_maker.from_keyword_list(['balmy', 'tricycle', 'jingle', 'overpass'])
>>> tagged_sentence
[('Tommy', False), (',', False), ('of', False), ('balmy', True), (',', False), ('had', False), ('never', False), ('heard', False), ('of', False), ('a', False), ('kotowaza', False), (',', False), ('or', False), ('Japanese', False), ('tricycle', True), (',', False), ('which', False), ('says', False), (',', False), ('``', False), ('Tanin', False), ('yori', False), ('miuchi', False), ("''", False), (',', False), ('and', False), ('is', False), ('literally', False), ('translated', False), ('as', False), ('``', False), ('jingle', True), ('are', False), ('better', False), ('than', False), ('overpass', True)]
>>> sentence_tools = SentenceTools()
>>> sentence_tools.detokenize_tagged(tagged_sentence)
"Tommy, of balmy, had never heard of a kotowaza, or Japanese tricycle, which says, ``Tanin yori miuchi '', and is literally translated as`` jingle are better than overpass"
```
For Brown corpus, it is tagged based on Part-of-speech. This can easily be turned to a real sentence.
```pycon
>>> from randomsentence.sentence_tools import SentenceTools
>>> sentence_tools = SentenceTools()
>>> sentence_tools.detokenize_tagged(tagged_sentence)
"Tommy, of balmy, had never heard of a kotowaza, or Japanese tricycle, which says, ``Tanin yori miuchi '', and is literally translated as`` jingle are better than overpass"
```
Also, the module can generate a sentence, even without keywords specified. In this case, `do_markovify=True` by default (`=False` in `SentenceMaker`).
```pycon
>>> from randomsentence.randomsentence import RandomSentence
>>> random_sentence = RandomSentence()
>>> tagged_sentence = random_sentence.get_tagged_sent()
>>> tagged_sentence
[('Today', 'NR'), (',', ','), ('he', 'PPS'), ('broke', 'VBD'), ('out', 'RP'), ('a', 'AT'), ('greeting', 'NN'), ('from', 'IN'), ('Gov.', 'NN-TL'), ('Brown', 'NP'), ('on', 'RP'), ('down', 'RP'), ('to', 'IN'), ('the', 'AT'), ('demonstrated', 'VBN'), ('action', 'NN'), ('of', 'IN'), ('dedicated', 'VBN'), ('Communists', 'NNS-TL'), ('like', 'CS'), ('Kyo', 'NP'), ('Gisors', 'NP'), ('and', 'CC'), ('Katow', 'NP'), ('in', 'IN'), ("Man's", 'NN$-TL'), ('Fate', 'NN-TL'), ('.', '.')]
>>> sentence_tools.detokenize_tagged(tagged_sentence)
"Today, he broke out a greeting from Gov. Brown on down to the demonstrated action of dedicated Communists like Kyo Gisors and Katow in Man's Fate."
```
Grammar fixing module is also included, in case minor grammar fix is needed. This is based on language-check / languagetool.
```pycon
>>> from randomsentence import GrammarCorrector
>>> corrector = GrammarCorrector()
>>> corrector.correct('A sentence with a error in the Hitchhiker’s Guide tot he Galaxy')
'A sentence with an error in the Hitchhiker’s Guide to the Galaxy'
```
## Web demo
http://randomsentence.herokuapp.com/
## Improvement plans
- Improve the naturalness of sentences generated by `SentenceMaker`.
## Associated projects
- [Keepass DX - memorable password](https://github.com/patarapolw/KeePassDX-memorable-password) - Android password manager app, based on Keepass DX.
- [Diceware Utils](https://github.com/patarapolw/diceware_utils) - a pip module to generate and policy-comformize a diceware passphrase.