spacy
https://github.com/explosion/spacy
Python
💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython
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- Issues
- It's sometimes difficult to initialize pipeline components in code
- Example projects not cross-OS
- training with custom loss function, or assigning weights to classes
- Sentencepiece base Language
- "Value Error: bytes object is too large" when using to_disk on large model.
- Language Model Score (Perplexity score) of a sentence
- Use mmap to share models across processes and speed up loading
- Displacy Visualizer : Show fine_grain Tags and POS Tags in SpaCy Dependency Visualizer
- Suffix doesn't match for sentence ending in uppercase.
- Models are not deterministic / reproducible on GPU
- Docs
- Python not yet supported