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model
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taggers
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pii-ner-v1
- final_model.pt : A trained flair model for ner inference.
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data
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PII_Train_Large_Data_Test_Data.xlsx: Original Data File
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PII_Predictions_v1.xlsx: Inference Output File
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src
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train_ner.ipynb: notebook detailing the steps to train a flair model and sample predictions
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inference.ipynb: notebook detailing the steps to perform inference on the eval data and export to excel
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evaluate_ner.ipynb: notebook detailing the evaluation measures
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evaluation_report.text: output from evaluate_ner.ipynb
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rules.py: regex helper script
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preprocess.py: data formatting util
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datagen.py: fake data generation helper
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ner.yaml: conda env export > ner.yaml (environment details)