SpaCy

Industrial-Strength Natural Language Processing.

• Site Oficial
• Demo Online
• Github

Install Plugin

deepnlpf --install spacy

To install other language models see here.

Pipeline

Json

yaml

{
    "lang": "en",
    "tools": {
        "spacy": {
            "processors": [
                "pos",
                "tag",
                "shape",
                "is_alpha",
                "is_title",
                "like_num",
                "label",
                "noun_chunks"
            ]
        }
    }
}

---
lang: en
tools:
- spacy:
    processors:
    - pos
    - tag
    - shape
    - is_alpha
    - is_title
    - like_num
    - label
    - noun_chunks

Example

python

from deepnlpf.pipeline import Pipeline

path_dataset = "<path_dir_dataset>"
path_pipeline = "<path_file>/pipeline.json"

nlp = Pipeline(_input=sentence, pipeline=path_pipeline, _output='file')
annotation = nlp.annotate()