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02_​Deployment

Generate Text Using a Many-To-One LSTM Network (Deployment)
Deplyment Workflow Generate Text Using a Many-To-One LSTMNetwork (Deployment)The workflows generates text in fairy tale style. It readsthe previously trained TensorFlow network andpredicts a sequences of index-encoded characterswithin a loop. Deplyment Workflow II Read modelseperate inputfrom network outputSplitinput collectionSplitinput collectionRead modelseperate inputfrom network outputOutput probabilityfor each characterplus input collectionAppend predicted charOutput probabilityfor each characterplus input collectionAppend predicted charRead new taleRead new tale TensorFlowNetwork Reader Extract Index Create Collection ExtractPredicted Text Column Splitter Delete First Charof Input Sequence Split CollectionColumn Extract Index Delete First Charof Input Sequence Create Collection Split CollectionColumn TensorFlowNetwork Reader ExtractPredicted Text Column Splitter Read andPre-Process RowID TensorFlowNetwork Executor Column Appender Read andPre-Process TensorFlowNetwork Executor Column Appender RecursiveLoop Start Recursive Loop End Recursive Loop End RecursiveLoop Start Document Viewer Prep. viz Prep. viz Document Viewer Deplyment Workflow Generate Text Using a Many-To-One LSTMNetwork (Deployment)The workflows generates text in fairy tale style. It readsthe previously trained TensorFlow network andpredicts a sequences of index-encoded characterswithin a loop. Deplyment Workflow II Read modelseperate inputfrom network outputSplitinput collectionSplitinput collectionRead modelseperate inputfrom network outputOutput probabilityfor each characterplus input collectionAppend predicted charOutput probabilityfor each characterplus input collectionAppend predicted charRead new taleRead new tale TensorFlowNetwork Reader Extract Index Create Collection ExtractPredicted Text Column Splitter Delete First Charof Input Sequence Split CollectionColumn Extract Index Delete First Charof Input Sequence Create Collection Split CollectionColumn TensorFlowNetwork Reader ExtractPredicted Text Column Splitter Read andPre-Process RowID TensorFlowNetwork Executor Column Appender Read andPre-Process TensorFlowNetwork Executor Column Appender RecursiveLoop Start Recursive Loop End Recursive Loop End RecursiveLoop Start Document Viewer Prep. viz Prep. viz Document Viewer

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Created by: kathrinmelcher
Created at: 2018-11-23
On NodePit since: 2019-07-12
Last update: 2024-04-24
Created with KNIME version: v4.5.2
Tags: deep learningkerastext generationRNNLSTMtext analysissequence analysisneural networktext processingNLPNatural Language Processing

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