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texta-torch-tagger的Python项目详细描述
TEXTA Torch Tagger Python包
安装
来自Git
pip install git+https://git.texta.ee/texta/texta-torch-tagger-python.git
测试
python -m pytest -v tests
使用
>>> from texta_tools.embedding import W2VEmbedding
>>> from texta_torch_tagger.tagger import TorchTagger
>>>
>>> data = {"good": ["Täna on ilus ilm.", "Kuidas käsi käib?"], "bad": ["Arno on loll.", "ei"]}
>>>
>>> embedding = W2VEmbedding()
>>> embedding.train([y for x in data.values() for y in x])
>>>
>>> tagger = TorchTagger(embedding, model_arch="TextRNN")
>>>
>>> report = t.train(data, num_epochs=3)
>>>
>>> tagger.tag_text("Ei hooli.")
"bad"
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