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Text generation
NLP
Deep learning
LSTM
Natural Language Processing RNN Keras Neural network Sequence analysis Text analysis
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    Workflow
    Generate Text Using a Many-To-One LSTM Network (Deployment)
    Deep learning Keras Text generation
    +8
    This workflows shows two options how the previously trained TensorFlow network to generate fairy tales can be used to generates t…
    kathrin > Codeless Deep Learning with KNIME > Chapter 7 > Generate_Fairy_Tales > 02_Text_Generation_Fairy_Tales_Deployment
    0
    kathrin
  2. Go to item
    Workflow
    Generate Text Using a Many-To-One LSTM Network (Training)
    Deep learning Keras Text generation
    +8
    The workflow builds, trains, and saves an RNN with an LSTM layer to generate new fictive fairy tales. The brown nodes define the …
    kathrin > Codeless Deep Learning with KNIME > Chapter 7 > Generate_Fairy_Tales > 01_Text_Generation_Fairy_Tales_Training
    0
    kathrin
  3. Go to item
    Workflow
    Generate Text Using a Many-To-One LSTM Network (Deployment)
    Deep learning Keras Text generation
    +8
    This workflows shows two options how the previously trained TensorFlow network to generate fairy tales can be used to generates t…
    alinebessa > Codeless Data Science with KNIME -- AMCIS 2022 > Text Generation > 02_Text_Generation_Fairy_Tales_Deployment
    0
    alinebessa
  4. Go to item
    Workflow
    Generate Text Using a Many-To-One LSTM Network (Training)
    Deep learning Keras Text generation
    +8
    The workflow builds, trains, and saves an RNN with an LSTM layer to generate new fictive fairy tales. The brown nodes define the …
    alinebessa > Codeless Data Science with KNIME -- AMCIS 2022 > Text Generation > 01_Text_Generation_Fairy_Tales_Training
    0
    alinebessa
  5. Go to item
    Workflow
    Generate Text Using a Many-To-One LSTM Network (Training)
    Deep learning Keras Text generation
    +8
    The workflow builds, trains, and saves an RNN with an LSTM layer to generate new fictive fairy tales. The brown nodes define the …
    knime > Examples > 04_Analytics > 14_Deep_Learning > 02_Keras > 11_Generate_Fairy_Tales > 01_Training
    0
    knime
  6. Go to item
    Workflow
    Generate Text Using a Many-To-One LSTM Network (Deployment)
    Deep learning Keras Text generation
    +8
    The workflows generates text in fairy tale style. In the “Extract Index” metanode we use the probability distribution over all po…
    knime > Examples > 04_Analytics > 14_Deep_Learning > 02_Keras > 11_Generate_Fairy_Tales > 02_Deployment
    0
    knime

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