pyffs
fuzzywuzzy
| pyffs | fuzzywuzzy | |
|---|---|---|
| 1 | 20 | |
| 24 | 9,067 | |
| - | 0.0% | |
| 0.0 | 0.0 | |
| over 4 years ago | about 1 year ago | |
| Python | Python | |
| MIT License | GNU General Public License v2.0 only |
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pyffs
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The Levenshtein Distance in Production
Dramatic post ;) It'd be interesting to see concrete benchmarks, on some public data.
Btw I didn't find the Schulz & Mihov paper that cryptic. You can check its implementation in Python [0], pretty straightforward IMO.
But I should note that in the end, we chose a simpler approach: the FastSS index. It bypasses constructing / intersecting Levenshtein automata altogether, and is super fast [1].
[0] https://github.com/antoinewdg/pyffs
[1] Boytsov, Leonid. (2011). Indexing methods for approximate dictionary searching: Comparative analysis. http://boytsov.info/pubs/sisap2012.pdf
fuzzywuzzy
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Need help solving a subtitles problem. The logic seems complex
Do fuzzy matching (something like fuzzywuzzy maybe) to see if the the words line up (allowing for wrong words). You'll need to work out how to use scoring to work out how well aligned the two lists are.
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Thanks to this sub, we now have an Anki deck for Persona 5 Royal. Spreadsheet with Jp and Eng side by side too.
Convert the original lines to full furigana and do a fuzzy match. (For reference, the original line is 貴方がこれまでに得てきた力、存分に発揮してくださいね。) You can do a regional search using the initial scene data (E60) first, and if the confidence is low, go for a slower full search.
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Fuzzy search
It's now known as "thefuzz", see https://github.com/seatgeek/fuzzywuzzy
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import fuzzywuzzy
fuzzywuzzy is actually just called the thefuzz now.
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I made a bot that stops muck chains, here are the phrases that he looks for to flag the comment as a muck comment. Are there any muck forms I forgot about?
You can have a look at this library to use fuzzy search instead of looking for plaintext muck: https://github.com/seatgeek/fuzzywuzzy
- Test if two strings are similar?
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How would you approach this
To deal with comparing the string, I found FuzzyWuzzy ratio function that is returning a score of how much the strings are similar from 0-100.
- [D] Matching Records that "don't Exactly Match"
- Text Detection
- FuzzyWuzzy: Fuzzy String Matching in Python
What are some alternatives?
gensim - Topic Modelling for Humans
jellyfish - 🪼 a python library for doing approximate and phonetic matching of strings.
ghc - Mirror of the Glasgow Haskell Compiler. Please submit issues and patches to GHC's Gitlab instance (https://gitlab.haskell.org/ghc/ghc). First time contributors are encouraged to get started with the newcomers info (https://gitlab.haskell.org/ghc/ghc/wikis/contributing).
thefuzz - Fuzzy String Matching in Python
Levenshtein - The Levenshtein Python C extension module contains functions for fast computation of Levenshtein distance and string similarity
ftfy - Fixes mojibake and other glitches in Unicode text, after the fact.
TextDistance - 📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.
chardet - Python character encoding detector
RapidFuzz - Rapid fuzzy string matching in Python using various string metrics
pyfiglet - An implementation of figlet written in Python
汉字拼音转换工具（Python 版） - 汉字转拼音(pypinyin)