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| [[pl_spacy_model-0.0.1.tar|pl_spacy_model-0.0.1.tar.gz]] | You can download the current distribution package from [[https://github.com/mwasiluk/ipi-deep-event-detection|GitHub repository]]. |
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| Install package as any other python module: python -m pip install ścieżka-do\pl_spacy_model-0.0.1.tar.gz |
DeepEvents uses: * Keras and Tensorflow libraries, * Liner2 to read/write documents and feature extraction, * word2vec models for Polish. |
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| import spacy nlp = spacy.load('pl_spacy_model') |
src/event_detector.py === Help: === src/event_detector.py --help === Training the model: === python src/event_detector.py -t -c config/config.json -m models/model_multi_class -i batch:ccl ../sytuacje/2015-10-09-kpwr-1.2.7-events/index_events.txt === Evaluation (pipe mode): === python src/event_detector.py -c config/config.json -m models/model_m -i batch:ccl ../sytuacje/index_events_test1.txt out/out.txt |
DeepEvents
Event identification in Polish, based on deep neural networks.
Author
Michał Wasiluk
Downloads
You can download the current distribution package from GitHub repository.
Documentation
DeepEvents uses:
- Keras and Tensorflow libraries,
- Liner2 to read/write documents and feature extraction,
- word2vec models for Polish.
Running:
src/event_detector.py
Help:
src/event_detector.py --help
Training the model:
python src/event_detector.py -t -c config/config.json -m models/model_multi_class -i batch:ccl ../sytuacje/2015-10-09-kpwr-1.2.7-events/index_events.txt
Evaluation (pipe mode):
python src/event_detector.py -c config/config.json -m models/model_m -i batch:ccl ../sytuacje/index_events_test1.txt out/out.txt