lingua-py
LSTM_langid
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| lingua-py | LSTM_langid | |
|---|---|---|
| 8 | 1 | |
| 881 | 29 | |
| - | - | |
| 7.4 | 1.8 | |
| 27 days ago | about 3 years ago | |
| Python | Jupyter Notebook | |
| Apache License 2.0 | MIT License |
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lingua-py
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Typos — automatic language recognition and error detection in Word and Excel documents
ᅠ✅ Recognition of 75 languages
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The hand-picked selection of the best Python libraries and tools of 2022
Hi u/dekked_, perhaps you want to add my natural language detection library Lingua to the NLP section of the long tail. It is pretty unique among the natural language detection libraries for Python because it is able to detect multiple languages in mixed-language text. It is also one of the most accurate libraries when detecting the language of short text. I would very much appreciate if you added my library to your list.
- Lingua 1.2.0 - The most accurate natural language detection library for Python - now with support for detecting multiple languages in mixed-language text.
- Lingua 1.1.0 - The most accurate natural language detection library for Python
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Lingua-Go, the most accurate language detection for Go
I've compared the Python implementation of Lingua with fasttext. Lingua performs clearly better. Look here: https://github.com/pemistahl/lingua-py#4-how-good-is-it
- Lingua 1.0.1: The most accurate natural language detection library for Python - previously for Python >= 3.9, now compatible with Python >= 3.7
- Announcing Lingua 1.0.0: The most accurate natural language detection library for Python, suitable for long and short text alike
LSTM_langid
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Lingua-Go, the most accurate language detection for Go
In general, language detection is surprisingly hard. There is LSTM-based implementation https://github.com/AU-DIS/LSTM_langid which should be better than ngrams.
What are some alternatives?
lingua-rs - The most accurate natural language detection library for Rust, suitable for short text and mixed-language text
cld3
langid.py - Stand-alone language identification system
lingua-go - The most accurate natural language detection library for Go, suitable for short text and mixed-language text
cld2 - Compact Language Detector 2
langdetect - Port of Google's language-detection library to Python.
mito - The mitosheet package, trymito.io, and other public Mito code.
whylogs - An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈
diffusers - 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.