jellyfish
汉字拼音转换工具（Python 版）
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| jellyfish | 汉字拼音转换工具（Python 版） | |
|---|---|---|
| 3 | 1 | |
| 1,990 | 4,677 | |
| - | - | |
| 6.8 | 7.0 | |
| 30 days ago | about 2 months ago | |
| Jupyter Notebook | Python | |
| MIT License | MIT License |
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jellyfish
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Python Libraries
For sounds something like https://github.com/jamesturk/jellyfish ?
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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.
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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.
汉字拼音转换工具（Python 版）
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Pinyin Character Sorting
Could probably whip up a python script real quick with this library: https://github.com/mozillazg/python-pinyin. Probably need some extra logic to deal with heteronyms. Not sure what your goal is.
What are some alternatives?
fuzzywuzzy - Fuzzy String Matching in Python
TextDistance - 📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.
xpinyin - Translate Chinese hanzi to pinyin (拼音) by Python, 汉字转拼音
Levenshtein - The Levenshtein Python C extension module contains functions for fast computation of Levenshtein distance and string similarity
pangu.py - Paranoid text spacing in Python
Pygments
pyfiglet - An implementation of figlet written in Python
ceja - PySpark phonetic and string matching algorithms
Lark - Lark is a parsing toolkit for Python, built with a focus on ergonomics, performance and modularity.
pydantic - Data validation using Python type hints
awesome-slugify - Python flexible slugify function