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01_TSA_with_LSTM_Network_Training

Time SeriesPredictionEnergy UsageLSTMDeep Learning
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kathrin profile image
Version1.0 Latest, created on 
Mar 11, 2025 12:06 PM
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Energy Demand Prediction with LSTM - Training

This workflow trains and applies an LSTM network to predict energy demand using lagged values of a time series as input.

In the Evaluation and Predictions part the trained model is then used for in-sample and 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.

External resources

  • "Once Upon A Time..." by LSTM Network
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