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If models/novels exists already, please remove it first:

rm -rf models/novels

To train the model, run the following command:

allennlp train config/config_simple_roc.json -s models/novels --include-package allenModel --include-package allenDatasetReader

To run the website demo, run the following command, and see the result in local http://localhost:8000/:

python -m allennlp.service.server_simple --archive-path models/novels/model.tar.gz --predictor GenderQuant --include-package allenModel --include-package allenDatasetReader --static-dir static_html

If could not run the line self.nlp = spacy.load('en') in, please download spacy model first.