https://github.com/iamaziz/language-detection-fasttext
Building a language detection classifier using fastText
https://github.com/iamaziz/language-detection-fasttext
fasttext language-detection text-classification word-embeddings
Last synced: 7 months ago
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Building a language detection classifier using fastText
- Host: GitHub
- URL: https://github.com/iamaziz/language-detection-fasttext
- Owner: iamaziz
- Created: 2016-08-15T22:24:57.000Z (about 9 years ago)
- Default Branch: master
- Last Pushed: 2017-12-07T19:18:43.000Z (almost 8 years ago)
- Last Synced: 2025-03-18T17:57:18.302Z (7 months ago)
- Topics: fasttext, language-detection, text-classification, word-embeddings
- Language: Jupyter Notebook
- Homepage:
- Size: 42.9 MB
- Stars: 45
- Watchers: 2
- Forks: 18
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
### Building a language detection model with fastText
Check out:
- The [demo notebook](demo.ipynb) for data preprocessing and model training.
- The [results notebook](results.ipynb) to see the model's accuracy and final results on the test dataset.
Also, check out [this link](https://drive.google.com/open?id=1c2LRrlvZWKA2_0GQaZ7DuL5mCnvCS-j7) to download the final `.bin` model and the preprocessed dataset.