SymSpell
monkeytype
SymSpell | monkeytype | |
---|---|---|
16 | 620 | |
3,040 | 13,931 | |
- | 2.6% | |
5.8 | 9.9 | |
about 1 month ago | 6 days ago | |
C# | TypeScript | |
MIT License | GNU General Public License v3.0 only |
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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 Schütze - 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 Norvig’s algorithm. DL is both expensive and requires tons of data to train on, I would stay away from that unless you’re 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)
monkeytype
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Show HN: I made a game to improve my typing speed
It's gotta be fun, and Typing for the Dead is a good one.
https://store.steampowered.com/agecheck/app/246580/
More recently though, there's https://monkeytype.com/ and https://play.typeracer.com/ which are fun little breaks during the day.
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really struggling with picking up touch typing and feeling horrible about it.
Check out these words. These are 10 words from the English 1k word list on monkeytype.com
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Been at this for 6 months, need advice
Try a small change and sometimes a drastic one (like dropping a column or row) and mash keybr.com and monkeytype.com until it feels natural, or not then revert. And if I revert I often try again a few weeks later...
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What is your average typing speed?
Average typing speed when typing a >50 word long quote. If you don't know your average typing speed, you can test yourself at https://monkeytype.com/.
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Why my neovim lags so much?
It works normal in small projects but when I open for example monkeytype and edit a file it lags so much that sometime it crashes.
- Typing Fast Is About Latency, Not Throughput
- Monkeytype: A minimalistic, customizable typing test
- MonkeyType Is Open Source
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Keyboard Shortcut Database Website
I had a really useful website bookmarked in the past, which let you enter a keyboard shortcut and see what programs used that same shortcut. It was really helpful if I needed to create a keyboard shortcut that I knew wouldn't conflict with Windows or any other programs I used. I feel like the site's color scheme was dark gray and yellow/orange, similar to monkeytype.com, but I could be misremembering.
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Show HN: I automated 1/2 of my typing
If you are a 2 finger typist and also think people are "obsessing over WPM" because they're wanting to utilize their own tools to the fullest advantage, that sounds like some mental block kind of thing.
If you can type at least 80 consistently then thats probably would I imagine the dividing line is between "flow/concentration not breaking" and "breaks constantly"
Try a 50 word monkeytype https://monkeytype.com/
What are some alternatives?
JamSpell - Modern spell checking library - accurate, fast, multi-language
Hacker-Typer - Hacker Typer is a fun joke for every person who wants to look like a cool hacker!
hunspell - The most popular spellchecking library.
Monkeytype-bot - A bot that types on Monkeytype.
wtpsplit - Code for Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation
vscode-neovim - Vim mode for VSCode, powered by Neovim
languagetool - Style and Grammar Checker for 25+ Languages
vim-sneak - The missing motion for Vim :athletic_shoe:
SymSpell - A JavaScript implementation of the Symmetric Delete spelling correction algorithm.
pyannotate - Auto-generate PEP-484 annotations
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.
spicetify-cli - Command-line tool to customize Spotify client. Supports Windows, MacOS, and Linux.