https://github.com/yididiyan/amharic_spell_corrector

Amharic Spelling Corrector based on SymSpell - Spelling corrector which is 1 million times faster through Symmetric Delete spelling correction algorithm
https://github.com/yididiyan/amharic_spell_corrector

amharic-corpus amharic-words crawling spelling-correction symspell

Last synced: about 2 months ago
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Amharic Spelling Corrector based on SymSpell - Spelling corrector which is 1 million times faster through Symmetric Delete spelling correction algorithm

• Host: GitHub
• URL: https://github.com/yididiyan/amharic_spell_corrector
• Owner: yididiyan
• License: mit
• Created: 2018-07-09T14:01:31.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2021-03-20T09:31:56.000Z (over 3 years ago)
• Last Synced: 2024-06-28T14:35:58.404Z (3 months ago)
• Topics: amharic-corpus, amharic-words, crawling, spelling-correction, symspell
• Language: Python
• Size: 2.83 MB
• Stars: 24
• Watchers: 3
• Forks: 10
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Amharic Spelling Corrector

Spelling corrector can be handy where you need to post process outputs of an OCR(Optical Character Recognition), STT(Speech to text).

### Dependencies

* PySymSpell - pure Python port of [SymSpell](https://github.com/wolfgarbe/SymSpell).

* BeautifulSoap

### Installation

```bash

pip install -r requirements.txt

```

### Usage

#### Spelling correctortion

```python

from spell_corrector import lookup

suggestions = lookup('አሽናቆት')

suggestions[0].term

>> 'አድናቆት'

```

#### Edit Distance Calculation

The function calculates the number of edit [ insertion, update, delete ] needed to correct a word to another

```python

from spell_corrector import calculate_distance

calculate_distance('አክብሮትና', 'አክብሮት')

>> 1

```

#### Crawling More Words

The `crawler.py` script crawls around **1 million** frequently used Amharic words on the Web.

```bash

python crawler.py

```