fuzzywuzzy
Fuzzy String Matching in Python (by seatgeek)
jellyfish
🪼 a python library for doing approximate and phonetic matching of strings. (by jamesturk)
Our great sponsors
fuzzywuzzy | jellyfish | |
---|---|---|
20 | 3 | |
9,067 | 1,990 | |
0.0% | - | |
0.0 | 6.8 | |
about 1 year ago | 29 days ago | |
Python | Jupyter Notebook | |
GNU General Public License v2.0 only | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
fuzzywuzzy
Posts with mentions or reviews of fuzzywuzzy.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-24.
-
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.
-
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.
-
Fuzzy search
It's now known as "thefuzz", see https://github.com/seatgeek/fuzzywuzzy
-
import fuzzywuzzy
fuzzywuzzy is actually just called the thefuzz now.
-
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?
-
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
jellyfish
Posts with mentions or reviews of jellyfish.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-11-11.
-
Python Libraries
For sounds something like https://github.com/jamesturk/jellyfish ?
-
Comparing Strings (Street Names) With Machine Learning
When comparing strings (in our case street names), there are plenty of off-the-shelf features that can be used, such as those provided by the jellyfish. This package also provides a number of phonetic encodings. We can combine an encoding with a metric, such as Levenshtein Distance, to measure the phonetic similarity between two street names.
-
How to match names which differ slightly?
You can use a library like jellyfish which implements a bunch of string comparison algorithms, you'd just have to experiment and see which one gives the best results for you. I think I've had the best luck with Jaro-Winkler, then looking at the % match result and picking a cutoff above which I have good confidence that the match is real. It's still not perfect, and I really don't see how your last example would work with just about any automated comparison.
What are some alternatives?
When comparing fuzzywuzzy and jellyfish you can also consider the following projects:
thefuzz - Fuzzy String Matching in Python
TextDistance - 📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.
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.
Pygments
ceja - PySpark phonetic and string matching algorithms
chardet - Python character encoding detector
汉字拼音转换工具(Python 版) - 汉字转拼音(pypinyin)
RapidFuzz - Rapid fuzzy string matching in Python using various string metrics
pydantic - Data validation using Python type hints