jellyfish
Pygments
Our great sponsors
| jellyfish | Pygments | |
|---|---|---|
| 3 | - | |
| 1,990 | - | |
| - | - | |
| 6.8 | - | |
| about 1 month ago | almost 8 years ago | |
| Jupyter Notebook | ||
| MIT License | - |
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.
jellyfish
-
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.
Pygments
We haven't tracked posts mentioning Pygments yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
fuzzywuzzy - Fuzzy String Matching in Python
Highlight.js - JavaScript syntax highlighter with language auto-detection and zero dependencies.
TextDistance - 📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.
PLY - Python Lex-Yacc
Levenshtein - The Levenshtein Python C extension module contains functions for fast computation of Levenshtein distance and string similarity
sqlparse - A non-validating SQL parser module for Python
ceja - PySpark phonetic and string matching algorithms
pydantic - Data validation using Python type hints
汉字拼音转换工具（Python 版） - 汉字转拼音(pypinyin)
pyparsing - Python library for creating PEG parsers [Moved to: https://github.com/pyparsing/pyparsing]
Rouge - A pure Ruby code highlighter that is compatible with Pygments