search

doccano / doccano-transformer

The official tool for transforming doccano format into common dataset formats.
MIT License
106 stars 33 forks source link
annotation conll dataset doccano machine-learning natural-language-processing

readme

doccano-transformer

Codacy Badge Build Status

Doccano Transformer helps you to transform an exported dataset into the format of your favorite machine learning library.

Supported formats

Doccano Transformer supports the following formats:

Install

To install doccano-transformer, simply use pip:

pip install doccano-transformer

Examples

Named Entity Recognition

The following formats are supported:

from doccano_transformer.datasets import NERDataset
from doccano_transformer.utils import read_jsonl

dataset = read_jsonl(filepath='example.jsonl', dataset=NERDataset, encoding='utf-8')
dataset.to_conll2003(tokenizer=str.split)
dataset.to_spacy(tokenizer=str.split)

Contribution

We encourage you to contribute to doccano transformer! Please check out the Contributing to doccano transformer guide for guidelines about how to proceed.

License

MIT