pythainlp
abydos
| pythainlp | abydos | |
|---|---|---|
| 2 | 1 | |
| 926 | 167 | |
| 0.1% | - | |
| 9.5 | 0.0 | |
| 4 days ago | over 1 year ago | |
| Python | Python | |
| Apache License 2.0 | GNU General Public License v3.0 only |
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.
pythainlp
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PyThaiNLP 2.4.0-dev0
Read more about PyThaiNLP v2.4.0-dev0: https://github.com/PyThaiNLP/pythainlp/releases/tag/v2.4.0-dev0
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Thai word tokenizers benchmark: nlpo3 vs newmm
Thanathip Suntorntip Gorlph ported Korakot Chaovavanich's Thai word tokenizer - Newmm, written in Python, to Rust called nlpo3. The nlpo3 website claimed that nlpo3 is 2X faster than Newmm. I felt that Nlpo3 must be faster than this claim because in contrast to Python's Regex engine, Rust's regex runs in the linear time since it was constrained not to support looking back/ahead. Moreover, 2X faster is ambiguous.
abydos
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SymSpell: 1M times faster spelling correction
There's a pretty cool python library with a huge number of these if you want to experiment (GPLv3): https://github.com/chrislit/abydos
What are some alternatives?
nlpo3 - Thai Natural Language Processing library in Rust, with Python and Node bindings.
SymSpell - SymSpell: 1 million times faster spelling correction & fuzzy search through Symmetric Delete spelling correction algorithm
PyProjects - Beginner Friendly Python-Projects
suggest - An mmap-persistent Wolfe Garbe's SymSpell spell checking algorithm in Nim
toiro - A comparison tool of Japanese tokenizers
KeenWrite - Free, open-source, cross-platform desktop Markdown text editor with live preview, string interpolation, and math.
google-play-scraper - Google play scraper for Python inspired by <facundoolano/google-play-scraper>
fuzzy-item-matching - Use machine learning and the Databricks Lakehouse Platform for product matching that can be used by marketplaces and suppliers for various purposes. Resolve differences between product definitions and descriptions and determine which items are likely pairs and which are distinct across disparate data sets.
uni2db - The Unified University Database (uni2db). Tools to get information about courses offered at various colleges/universities.
jsymspell - Java 8+ zero-dependency port of SymSpell: 1 million times faster through Symmetric Delete spelling correction algorithm
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
symspell - Haskell implementation of the SymSpell spelling correction algorithm