momepy
SudachiPy
| momepy | SudachiPy | |
|---|---|---|
| 1 | 3 | |
| 451 | 348 | |
| 3.1% | - | |
| 8.1 | 1.6 | |
| 5 days ago | over 1 year ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
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momepy
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What are some very useful (but maybe not that popular) Python libraries that you've used?
I love momepyfor its road network analysis capabilities - given a GeoDataFrame of roads/ways as linestrings you get a nice graph to look for paths.
SudachiPy
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Sakubun - a tool I made to help you practice kanji, with customized quiz questions and sentences
The current readings were generated with SudachiPy, with a little processing. UniDic seems pretty interesting, I'll check it out. Do you know how well its accuracy is, compared to Sudachi?
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software which turn hiragana and katakana into kanji
There are free tools for both of these things. I made game2text to do OCR and script matching. It includes a segmentation and normalization library Sudachi but I have not used its normalization feature for the app. I'm not sure anyone else even wants this feature but it will be pretty straightforward to add it if you're familiar with Python and vanilla Javascript.
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Tokenizing / picking words out of non-english languages
spaCy uses SudachiPy internally (see the doc comment about that), so if you don't need any of spaCy's extra features or want more control over the tokenization, you could use SudachiPy directly.
What are some alternatives?
camel_tools - A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.
Sudachi - A Japanese Tokenizer for Business
quanfima - Quanfima (Quantitative Analysis of Fibrous Materials)
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
osmnx - OSMnx is a Python package to easily download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.
NeuroTS - Topological Neuron Synthesis
mecab - Yet another Japanese morphological analyzer
simplemma - Simple multilingual lemmatizer for Python, especially useful for speed and efficiency
TwitchUrbanDictionary - Twitch Bot to look up urban dictionary definitions and examples.
kagome - Self-contained Japanese Morphological Analyzer written in pure Go