Top 11 Morphology Open-Source Projects
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Morphos
A morphological solution for Russian and English language written completely in PHP. Provides classes to inflect personal names, geographical names, decline and pluralize nouns, generate cardinal and ordinal numerals, spell out money amounts and time intervals. / Морфологическая библиотека для английского и русского языков. Склоняет имена собственные, названия географических объектов, склонение и плюрализация имен собственных и другое.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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UniqueBible
A cross-platform bible application, integrated with high-quality resources and amazing features, running offline in Windows, macOS and Linux, ChromeOS, Android, iOS. Various running modes are supported.
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syntaxdot
Neural syntax annotator, supporting sequence labeling, lemmatization, and dependency parsing.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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OpenHebrewBible
Open Hebrew Bible Project; aligning BHS with WLC; bridging ETCBC, OpenScriptures & Berean data on Hebrew Bible
I am so happy about them releasing this. A few years ago I wrote a multi-task syntax annotator in Rust using Laurent Mazare's excellent tch-rs binding (it seems like he is also working on Candle):
https://github.com/tensordot/syntaxdot
However, the deployment story was always quite difficult. The PyTorch C++ API is not stable, so a particular version of tch-rs will only work with a particular PyTorch version. So, anyone wanting to use SyntaxDot always had to get exactly the right version of libtorch (and set some environment variables) to build the project.
The idea of making an abstraction over Torch and Rust ndarray (similar to Burn) crossed my mind several times, but there is only so much that I could do as a solo developer. So Candle would be a god-given if I was still working on this project.
Seeing Candle wants to make me port curated-transformers to Candle for fun:
https://github.com/explosion/curated-transformers
Morphology related posts
Index
What are some of the best open-source Morphology projects? This list will help you:
Project | Stars | |
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1 | zemberek-nlp | 1,116 |
2 | Morphos | 775 |
3 | momepy | 451 |
4 | UniqueBible | 120 |
5 | hfst | 116 |
6 | OpenGNT | 79 |
7 | syntaxdot | 67 |
8 | OpenHebrewBible | 56 |
9 | aot | 52 |
10 | langua | 35 |
11 | NeuroTS | 35 |
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