https://github.com/mahdirahbar/sluspell
SLUSpell is an open-source spell checker that uses multiple techniques to find misspelled words.
https://github.com/mahdirahbar/sluspell
machine-learning natural-language-processing software-development spell-check
Last synced: 4 months ago
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SLUSpell is an open-source spell checker that uses multiple techniques to find misspelled words.
- Host: GitHub
- URL: https://github.com/mahdirahbar/sluspell
- Owner: MahdiRahbar
- License: gpl-3.0
- Created: 2021-09-07T04:25:09.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2021-12-09T18:39:33.000Z (about 4 years ago)
- Last Synced: 2025-08-27T00:20:31.778Z (5 months ago)
- Topics: machine-learning, natural-language-processing, software-development, spell-check
- Language: Python
- Homepage:
- Size: 30.2 MB
- Stars: 4
- Watchers: 1
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE.txt
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# SLUSpell
SLUSpell is an open-source project that provides a simple user interface for spell checking. This project currently supports English and Irish.
## Application Performance - *version 0.2.0*
- **The Irish 10100 test case**
- **Accuracy**
The accuracy of the application *version 0.2.0* on `corrections500.tsv` test cases is %91.78.
- **Average Runtime**
The average runtime of the application, including the API call, preprocessing, and postprocessing, is 0.233 ms.
*****
## Usage Guide
### Install (Recommended)
To install SLUSpell, you can simply use the following commands:
```Python
# on windows
pip install sluspell
# run sluspell in cmd or Windows PowerShell
sluspell
# Open browser, go to localhost:5000 and enjoy!
# on Linux/Mac
pip3 install sluspell
```
### Usage guide from source
To use the project, you should first fork the repo and clone it on your computer, or you might just easily download it. After that, you should install the project dependencies.
#### Dependencies
You can easily install the dependencies by entering the following command in the project directory on windows OS:
```Python
pip install -r requirements.txt
```
or the following command on Linux or Mac OS:
```Python
pip3 install -r requirements.txt
```
#### Quick Start
To run the application first, go to the */src* directory and run the following command on Windows OS:
```Python
python main.py
```
or the below command on Linux or Mac OS:
```Python
python3 main.py
```
## Out of repo contributions
- **Irish large preprocessed data**
[This repo](https://github.com/Annoyed-Raven/Irish_processing) contains pure Irish words extracted from several sources. Some of the main text files before preprocessing contained around 1400 non-Irish characters.
## Todo
1. Using more accurate dictionaries.
2. Adding more test cases to check the robustness of the application.
3. Adding more complicated models to handle misspelled cases better.
## License
SLUSpell is licensed under the terms of GNU General Public License v3. This library can be used for both academic and commercial purposes. For more information, check out the [LICENSE](https://github.com/MahdiRahbar/Spell_Checker/blob/main/LICENSE.txt) file.