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Sequence analysis
Deep learning Keras Neural network Text analysis Text processing LSTM NLP Natural Language Processing
  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
    kathrin
  2. Workflow
    Gut Microbiome Analysis of IBD Patients (16S)
    Life sciences Bioinformatics Metagenomics
    +4
    This workflow investigates the composition of gut microbial communities from individuals with inflammatory bowl disease (IBD). Sa…
    knime > Life Sciences > Bioinformatics > Microbiome_Analysis
    2
    knime
  3. Workflow
    Sentiment Analysis
    Deep learning Keras Text classification
    +9
    This workflow shows how to train a simple neural network for text classification, in this case sentiment analysis. The used netwo…
    andisa.dewi > Public > Deep Learning Workshop > Sentiment_Analysis_Deep_Learning
    2
    andisa.dewi
  4. Workflow
    Sentiment Analysis
    Deep learning Keras Text classification
    +9
    This workflow shows how to train a simple neural network for text classification, in this case sentiment analysis. The used netwo…
    scottf > Public > TextMiningWebinar > Sentiment > Sentiment_Deep_Learning
    1
    scottf
  5. 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
    Kathrin
  6. 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
  7. Workflow
    Sentiment Analysis
    Deep learning Keras Text classification
    +9
    This workflow shows how to train a simple neural network for text classification, in this case sentiment analysis. The used netwo…
    huds_gfm18 > Public > TextMiningWebinar > Sentiment > Sentiment_Deep_Learning
    0
    huds_gfm18
  8. Workflow
    Generate Mountain Namesn (Deployment)
    Deep learning Keras Text generation
    +6
    The workflow generates 200 new, fictive mountain names. It reads the previously trained TensorFlow network and predicts 200 seque…
    kathrin > Public > Forum_Questions > Forum_Question_How_to_Generate_Product_Names_with_my_own_list > 02_Deployment
    0
    kathrin
  9. Workflow
    Generate Mountain Namesn (Training)
    Deep learning Keras Text generation
    +6
    The workflow builds, trains, and saves an RNN with an LSTM layer to generate new fictive mountain names. The brown nodes define t…
    knimeoutjie > Public > 10_Generate_Product_Names_With_LSTM > 01_Training
    0
    knimeoutjie
  10. Workflow
    Sentiment Analysis with LSTM - Training
    Deep learning Keras Text classification
    +9
    This workflow shows how to train an LSTM neural network for text classification based on the example of sentiment analysis.
    kathrin > Codeless Deep Learning with KNIME > Chapter 7 > Sentiment_Analysis > Sentiment_Analysis_Training
    0
    kathrin
  11. 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
  12. Workflow
    Generate Mountain Namesn (Training)
    Deep learning Keras Text generation
    +6
    The workflow builds, trains, and saves an RNN with an LSTM layer to generate new fictive mountain names. The brown nodes define t…
    kathrin > Public > Forum_Questions > Forum_Question_How_to_Generate_Product_Names_with_my_own_list > 01_Training
    0
    kathrin
  13. 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
    kathrin
  14. 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
  15. 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 …
    emilio_s > Public Exercises > DL Italia > Lesson 4 > 4) 01_Text_Generation_Fairy_Tales_Training
    0
    emilio_s
  16. Workflow
    Translating from a Keras to TensorFlow (Sentiment Analysis)
    Deep learning Keras Text classification
    +9
    This first part of this workflow uses the Keras network built to do sentiment analysis on the IMDB data, translates it to a Tenso…
    knime > Examples > 04_Analytics > 14_Deep_Learning > 03_TensorFlow > 05_Translating_From_Keras_to_TensorFlow
    0
    nemad
  17. Workflow
    Sentiment Analysis with Call Workflow - Deployment
    Deep learning Keras Text classification
    +9
    There has been no description set for this workflow's metadata.
    kathrin > Codeless Deep Learning with KNIME > Chapter_10 > Integrated_Deployment > Sentiment_Analysis_Deployment_with_Call_Workflow
    0
    kathrin
  18. 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
  19. 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
    nemad
  20. Workflow
    Generate Mountain Namesn (Deployment)
    Deep learning Keras Text generation
    +6
    The workflow generates 200 new, fictive mountain names. It reads the previously trained TensorFlow network and predicts 200 seque…
    knimeoutjie > Public > 10_Generate_Product_Names_With_LSTM > 02_Deployment
    0
    knimeoutjie