How to use JamSpell In Python
To achieve the best quality while making spelling corrections dictionary-based methods are not enough. You need to consider the word surroundings. JamSpell is a python spell checking library based on a language model. It makes different corrections for a different context.
1) Install swig3
apt-get install swig3.0 # for linux brew install swig@3 # for mac
2) Install jamspell
pip install jamspell
3) Download a language model for your language
Python3
# Create a correctorcorrector = jamspell.TSpellCorrector()# Load Language model - # argument is a downloaded model file pathcorrector.LoadLangModel('Downloads/en_model.bin')# To fix text automatically run FixFragment:print(corrector.FixFragment('I am the begt spell cherken!'))# To get a list of possible candidates # pass a splitted sentence, and a word positionprint(corrector.GetCandidates(['i', 'am', 'the', 'begt', 'spell', 'cherken'], 3))print(corrector.GetCandidates(['i', 'am', 'the', 'begt', 'spell', 'cherken'], 5)) |
Output:
u'I am the best spell checker!' (u'best', u'beat', u'belt', u'bet', u'bent') (u'checker', u'chicken', u'checked', u'wherein', u'coherent', ...)
Spelling checker in Python
For any type of text processing or analysis, checking the spelling of the word is one of the basic requirements. This article discusses various ways that you can check the spellings of the words and also can correct the spelling of the respective word.
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