hunspell
SymSpell
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hunspell | SymSpell | |
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20 | 16 | |
1,994 | 3,032 | |
1.8% | - | |
7.9 | 6.0 | |
19 days ago | 16 days ago | |
C++ | C# | |
GNU Lesser General Public License v3.0 only | MIT License |
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hunspell
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Is GNU Aspell the best spell checker for emacs on macOS?
Hunspell seems popular as well. I believe it's the one used by Firefox and LibreOffice, and I think it's the system spell checker in MacOS already? đ¤ˇââď¸
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Why don't common browsers use Soundex for spelling suggestions?
Almost all browsers use the Hunspell library for spell checking. You should investigate what methods it uses for stemming and suggesting corrections. How does that algorithm work for non-English languages? The main variation you will see between browsers in spelling suggestions is the base dictionary that is used.
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Does anyone know how to change the dictionary that W10 pulls from? Ideally replace with Google's brain?
I don't think so. Looking at the Chromium source it appears to use Hunspell. This is an okay spell checker, but not AI based AFAIK, only "Morphological analysis, stemming and generation".
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Autocorrect anything with Google as a go-to spell check
Are you familiar with Hunspell? Dictionaries are comprehensive enough to be part of different Office Suites, so I don't see them as constricted to autocorrect.
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Spell checker
If you're using Linux or MacOS, you should try hunspell.
- hunspell version?
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Text Editor that supports spelling and grammar checking.
i prefer and use hunspell
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spell-check selected text?
One can implement Huntspell which is what all browsers use (for example when typing in text areas). Is very simple and is C++.
- COMO FAZER COM QUE MEU PROGRAMA IDENTIFIQUE QUE UMA PALAVRA NĂO EXISTE
- Documentation on writing a spell checker
SymSpell
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Should you combine edit distance "spell check" algorithms with phonetic matching algorithms for robust keyword finding?
The SimSpell algorithm uses deletions to determine edit distance of the input query word compared to a dictionary of correctly spelled words. The Double Metaphone algorithm (or other phonetic algorithms) convert the words to phonetic versions (phonetic "hashes" basically), and you then search based on the input phonetic hash matching the dictionary of phonetic hashes.
- Show HN: I automated 1/2 of my typing
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Learn more about spell checkers
Books: a. "Speech and Language Processing" by Daniel Jurafsky and James H. Martin (3rd Edition) - This book covers various aspects of natural language processing, including a section on spelling correction that provides a comprehensive introduction to the topic. b. "Foundations of Statistical Natural Language Processing" by Christopher D. Manning and Hinrich SchĂźtze - This book provides an overview of statistical approaches in NLP, including a chapter on spelling correction. Articles: a. "How to Write a Spelling Corrector" by Peter Norvig - This article demonstrates the development of a simple spelling corrector using statistical algorithms. It's a great starting point for understanding the basics of spell checkers. (Link: https://norvig.com/spell-correct.html) b. "The Design of a Proofreading Software Service" by Michael D. Garris and James L. Blue - This article presents the design and implementation of a spelling correction system that can be integrated into various applications. (Link: https://www.nist.gov/system/files/documents/itl/iad/89403123.pdf) c. "A Fast and Flexible Spellchecker" by Atkinson, K. (2006) - This article details the design of a spell checker that uses a combination of rule-based and statistical approaches for improved performance. (Link: https://aspell.net/0.60.6.1/aspell-0.60.6.1.pdf) Online Resources: a. The Natural Language Toolkit (NLTK) - This is a popular Python library for natural language processing. It includes a spell checker module and various examples of how to use it. (Link: https://www.nltk.org/) b. SymSpell - This is an open-source spell checking library that uses a Symmetric Delete spelling correction algorithm for high performance and accuracy. The GitHub repository includes a detailed description of the algorithm and examples of how to use it. (Link: https://github.com/wolfgarbe/SymSpell) These resources should provide a solid foundation for understanding the design, algorithms, and usage of spell checkers. Happy learning!
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Turn the spellchecker into autocorrection software
Can this github.com/wolfgarbe/SymSpell or this github.com/ruby/did_you_mean or any of these github.com/topics/spell-check?o=desc&s=forks spellcheckers be used as an autocorrection software?
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Help with deep learning project "autocorrection"
Do you absolutely need to use deep learning? There are tons of way faster autocorrect implementations that use levenshtein distances and non-DL techniques such as SymSpell or Norvigâs algorithm. DL is both expensive and requires tons of data to train on, I would stay away from that unless youâre doing it for your own enrichment or a school project.
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Spellcheck and Levenshtein distance
This library claims to be orders of magnitude faster: https://github.com/wolfgarbe/SymSpell
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Auto correct/Auto complete feature
If you want to do both at the same time (prefix search, allowing for misspellings), you can use a trie, but rather than just putting all your words in it, you can put everything in the "deletion neighborhood" of each word (that is, each possible variant of each word that has one character deleted), in an approach sort of like what's described here. Fair warning, though, that this gets a little hairy, and you'll have to decide how to weight prefix matches vs. misspellings in your rankings.
- SymSpell: 1M times faster spelling correction
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Hacker News top posts: Mar 6, 2022
SymSpell: 1M times faster spelling correction\ (6 comments)
What are some alternatives?
nuspell - đď¸ Fast and safe spellchecking C++ library
JamSpell - Modern spell checking library - accurate, fast, multi-language
spellsitter.nvim - Treesitter powered spellchecker
wtpsplit - Code for Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation
WeCantSpell.Hunspell - A port of Hunspell v1 for .NET and .NET Standard
languagetool - Style and Grammar Checker for 25+ Languages
cspell - A Spell Checker for Code!
SymSpell - A JavaScript implementation of the Symmetric Delete spelling correction algorithm.
NLP-progress - Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
spylls - Pure Python spell-checker, (almost) full port of Hunspell
ruby-spellchecker - Fast English spelling and grammar checker that can be used for autocorrection.