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TensorFlow · Keras LSTM projects

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Energy Consumption Anomaly Detection using Smart Meter Data — project thumbnail preview
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Energy Consumption Anomaly Detection using Smart Meter Data

This project builds an energy-consumption anomaly detector that learns a household's normal electricity usage pattern from sm...

Matplotlib Git Python 3.11
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Solar Irradiance Forecasting using Weather Data — project thumbnail preview
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Solar Irradiance Forecasting using Weather Data

This project forecasts solar irradiance (GHI) up to 48 hours ahead from weather variables using a sequence-to-sequence LSTM t...

Git Python 3 scikit-learn metrics
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Turbofan Engine Remaining Useful Life Prediction using LSTM (NASA C-MAPSS) — project thumbnail preview
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Turbofan Engine Remaining Useful Life Prediction using LSTM (NASA C-MAPSS)

This project predicts how many operating cycles a turbofan engine has left before failure, using the NASA C-MAPSS dataset of...

Matplotlib Jupyter notebook Python 3
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