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Natural Language Processing Text analysis Text processing LSTM
  1. Workflow
    Sentiment Analysis
    Deep learning Keras Text classification
    +11
    This workflow shows how to train a simple neural network for text classification, in this case sentiment analysis. The used netwo…
    knime > Examples > 04_Analytics > 14_Deep_Learning > 02_Keras > 08_Sentiment_Analysis_with_Deep_Learning_KNIME_nodes
    3
    knime
  2. Workflow
    Neural Machine Translation from English to German: Training Workflow
    Deep learning Keras Sequence analysis
    +12
    Uses a character level encoder-decoder network of LSTMs. The encoder network reads the input sentence character by character and …
    knime > Examples > 04_Analytics > 14_Deep_Learning > 02_Keras > 12_Machine_Translation > 01_Training_a_Neural_Machine_Translation_Model
    1
    knime
  3. Workflow
    Sentiment Analysis
    Deep learning Keras Text classification
    +12
    This workflow shows how to train a simple neural network for text classification, in this case sentiment analysis. The used netwo…
    knime > Examples > 04_Analytics > 14_Deep_Learning > 02_Keras > 07_Sentiment_Analysis_with_Deep_Learning
    0
    knime
  4. 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
  5. Workflow
    Sentiment Analysis (with Conda Environment propagation for Keras)
    Deep learning Keras Text classification
    +11
    adapted from: Sentiment Analysis on IMDB movie reviews (by kathrinmelcher) https://kni.me/w/NHJpmqsAJ3Ib-thH --------------------…
    mlauber71 > Public > kn_example_deeplearning > kn_example_08_sentiment_analysis_deep_learning
    0
    mlauber71
  6. 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
  7. 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
  8. Workflow
    Sentiment Analysis
    Deep learning Keras Text classification
    +12
    This workflow shows how to train a simple neural network for text classification, in this case sentiment analysis. The used netwo…
    pg42920 > Public > 07_Sentiment_Analysis_with_Deep_Learning
    0
    pg42920
  9. 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
  10. Workflow
    Neural Machine Translation English to German
    Deep learning Keras Sequence analysis
    +12
    Uses a character level encoder-decoder network of LSTMs. The encoder network reads the input sentence character by character and …
    knime > Examples > 04_Analytics > 14_Deep_Learning > 02_Keras > 05_Neural_Machine_Translation
    0
    knime
  11. 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
  12. Workflow
    Sentiment Analysis
    Deep learning Keras Text classification
    +11
    This workflow shows how to train a simple neural network for text classification, in this case sentiment analysis. The used netwo…
    gyoery > Public > 08_Sentiment_Analysis_with_Deep_Learning_KNIME_nodes_Test
    0
    gyoery
  13. 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
  14. Workflow
    Neural Machine Translation from English to German: Deployment Workflow
    Deep learning Keras Sequence analysis
    +12
    This is the deployment workflow of the encoder-decoder neural architecture for the Neural machine Translation model. It includes …
    knime > Examples > 04_Analytics > 14_Deep_Learning > 02_Keras > 12_Machine_Translation > 02_Deploying_a_Neural_Machine_Translation_Model
    0
    knime
  15. Workflow
    Neural Machine Translation from English to German: Training Workflow
    Deep learning Keras Sequence analysis
    +11
    This workflow trains a neural machine translation model on character level using an encoder-decoder LSTM network. The encoder net…
    kathrin > Codeless Deep Learning with KNIME > Chapter 8 > 01_Training_a_Neural_Machine_Translation_Model
    0
    kathrin