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@@ -1,5 +1,5 @@
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package api.service.quality.impl;
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-import api.entity.view.quality.TextSample;
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import api.service.call.ITranslateService;
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import api.service.patient.ILabelService;
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import api.service.quality.IQualityModelService;
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@@ -11,19 +11,7 @@ import opennlp.tools.util.model.ModelUtil;
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import org.apache.poi.ss.usermodel.*;
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import org.apache.poi.xssf.usermodel.XSSFWorkbook;
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-import org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator;
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-import org.deeplearning4j.nn.conf.MultiLayerConfiguration;
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-import org.deeplearning4j.nn.conf.NeuralNetConfiguration;
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-import org.deeplearning4j.nn.conf.layers.EmbeddingLayer;
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-import org.deeplearning4j.nn.conf.layers.LSTM;
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-import org.deeplearning4j.nn.conf.layers.RnnOutputLayer;
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-import org.deeplearning4j.nn.weights.WeightInit;
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-import org.nd4j.evaluation.classification.Evaluation;
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-import org.nd4j.linalg.activations.Activation;
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-
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-import org.nd4j.linalg.dataset.api.iterator.DataSetIterator;
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-import org.nd4j.linalg.learning.config.Adam;
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-import org.nd4j.linalg.lossfunctions.LossFunctions;
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import org.springframework.beans.factory.annotation.Autowired;
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import org.springframework.stereotype.Service;
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import org.springframework.transaction.annotation.Transactional;
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