02_​LSTM_​Network1

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This workflow predicts time series (energy consumption) by an LSTM network with lagged values as input. The trained model is then used for out-of-sample forecasting. The forecasted values are compared to the actual values, and the performance of the forecast is reported via scoring metrics and a line plot.

URL: "Once Upon A Time..." by LSTM Network https://www.knime.com/blog/text-generation-with-lstm

Nodes

• Column Filter5 ×
• Column Rename (Regex)4 ×
• Create Date&Time Range4 ×
• End IF4 ×
• Rule Engine Variable4 ×
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Extensions

• FeatureKNIME Base nodes
• FeatureKNIME Deep Learning - Keras Integration
• FeatureKNIME Deep Learning - TensorFlow Integration
• FeatureKNIME JavaScript Views
• FeatureKNIME Javasnippet
• Show all 6 modules

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