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Sentiment Analysis (with Conda Environment propagation for Keras)

Deep learningKerasText classificationClassificationLstm
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mlauber71 profile image
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Jun 20, 2018 8:42 AM
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adapted from: Sentiment Analysis on IMDB movie reviews (by kathrinmelcher) https://kni.me/w/NHJpmqsAJ3Ib-thH --------------------- This workflow shows how to train a simple neural network for text classification, in this case sentiment analysis. The used network learns a 128 dimensional word embedding followed by an LSTM. This example is adapted from the following Keras example script: https://github.com/keras-team/keras/blob/master/examples/imdb_lstm.py In order to run the example, please make sure you have the following KNIME extensions installed: * KNIME Deep Learning - Keras Integration (Labs) You also need a local Python installation that includes Keras. Please refer to https://www.knime.com/deeplearning#keras for installation recommendations and further information.

External resources

  • more links about KNIME, Python, Miniconda .....
  • (38581) forum discussion
  • Bug Reporting Best Practices
  • KNIME Announces Integration With Anaconda, Strengthening OSS Security Between the Python and Low-Code Communities
  • Keras Conda Environment Propagation
  • adapted from: Sentiment Analysis on IMDB movie reviews (by kathrinmelcher)
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Created with KNIME Analytics Platform version 4.5.0
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    KNIME Base nodesTrusted extension

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    KNIME Data GenerationTrusted extension

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    KNIME Deep Learning - Keras IntegrationTrusted extension

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    KNIME AG, Zurich, Switzerland

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    KNIME TextprocessingTrusted extension

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