Spell Corrector PT
Correct automatically words in Portuguese.
How to use
- Get word list (best to use domain-specific words to lower the computational costs)
- Train the Model (check out example-train.py)
- Specify the path to save the model to reuse afterward.
- Load the Model and correct the words (check out example.py)
How the model works (high level)
- Preprocess the dictionary removing accentuation and transform to lowercase
- Extract char n_grams from the dictionary
- Create a sparse matrix from the dictionary utilizing the Bag of Words strategy
- Create a sparse matrix from the word preprocessed
- Compare the two sparse matrices by cosine similarity
- Return the most similar word
1 maintainer
Metadata
1 maintainer
Release files for spell-corrector-pt 0.0.2
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| spell_corrector_pt-0.0.2.tar.gz | 3.0 kB | Without provenance | Details |
Built distributions (wheels)
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| spell_corrector_pt-0.0.2-py3-none-any.whl | Python 3 | none | any | Details |
| spell_corrector_pt-0.0.2-py2.py3-none-any.whl | Python 3, Python 2 | none | any | Details |
Total release size: 11.4 kB
Release files / spell_corrector_pt-0.0.2.tar.gz
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Release files / spell_corrector_pt-0.0.2-py3-none-any.whl
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| Size | 4.2 kB |
| Tags | Python 3 |
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Release files / spell_corrector_pt-0.0.2-py2.py3-none-any.whl
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| Tags | Python 2 Python 3 |
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