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  1. Workflow
    Multivariate Time Series Analysis with an RNN - Training
    Time series Deep learning RNN
    +3
    This is a simple example workflow for multivariant time series analysis using an LSTM based recurrent neural network and implemen…
    kathrin > Multivariate Times Series with RNN > Multivariate_Time_Series_RNN_Keras_Training
    4
  2. 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
  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
  4. Workflow
    Multivariate Time Series Analysis with an RNN - Deployment
    Time series Deep learning RNN
    +3
    This is a simple example workflow for the deployment of a multivariant time series, LSTM based, recurrent neural network. It is b…
    kathrin > Multivariate Times Series with RNN > Multivariate_Time_Series_RNN_Keras_Deployment
    2
  5. Workflow
    Energy Demand Prediction with LSTM - Deployment
    Time Series Prediction Energy Usage
    +4
    This workflow applies an LSTM network to predict energy demand using lagged values of a time series as input.
    kathrin > Codeless Deep Learning with KNIME > Chapter 6 > 02_TSA_with_LSTM_Network_Deployment
    1
  6. Workflow
    Energy Demand Prediction with LSTM - Training
    Time Series Prediction Energy Usage
    +4
    This workflow trains and applies an LSTM network to predict energy demand using lagged values of a time series as input. In the E…
    kathrin > Codeless Deep Learning with KNIME > Chapter 6 > 01_TSA_with_LSTM_Network_Training
    1
  7. 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
  8. 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
  9. Workflow
    Daily Weather Time Series Forecasting
    Time series Forecasting Lstm
    +2
    This workflow uses the original workflow linked below in order to do a weather forecast (dataset also linked below). Original wor…
    june__ > Time Series > Daily Weather Time Series Forecasting
    0
  10. Workflow
    Energy Consumption Forecasting with LSTM
    Time Series Prediction Energy Usage
    +4
    This workflow predicts time series (energy consumption) by an LSTM network with lagged values as input. The trained model is then…
    sthi > Public > Energy Consumption Forecasting with LSTM
    0
  11. 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
  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
  13. 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
  14. 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
  15. 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
  16. 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
  17. Workflow
    LSTM for text generation - Deployment
    Exercise Deep Learning LSTM
    +1
    Exercise of the L4-DL Introduction to Deep Learning Course. Use a trained LSTM model to perform free text generation. - Predict t…
    knime > Education > Courses > L4-DL Introduction to Deep Learning > Session3 > Solutions > 02_Deployment_LSTM_Solution
    0
  18. Workflow
    LSTM for text generation - Training
    Exercise Deep Learning LSTM
    +1
    Exercise of the L4-DL Introduction to Deep Learning Course. Train a LSTM model to perform text generation. - Define a suitable ne…
    knime > Education > Courses > L4-DL Introduction to Deep Learning > Session3 > Exercises > 01_Training_LSTM
    0
  19. Workflow
    Multivariate Time Series Analysis with an RNN - Deployment
    Time series Deep learning RNN
    +2
    This is a simple example workflow for the deployment of a multivariant time series, LSTM based, recurrent neural network. It is b…
    gte811i > Public > Multivariate_Time_Series_RNN_Keras_Deployment
    0
  20. 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