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  1. resume-justin resume-justin Public

  2. anomaly-detection-bagging-mlp anomaly-detection-bagging-mlp Public

    This repository is related to my another repository (https://github.com/jddeguia/energy-output-profiling)

    Jupyter Notebook

  3. bagging-lstm bagging-lstm Public

    Implementation of bagging-based ensemble for solar irradiance prediction. Base learners used in ensemble learning is stacked-LSTM

    Jupyter Notebook 11 2

  4. energy-output-profiling energy-output-profiling Public

    Notebook files for classification and detection of anomalous trend in time series inverter data

    Jupyter Notebook 2

  5. compare-forecast-models compare-forecast-models Public

    Energy production of photovoltaic (PV) system is heavily influenced by solar irradiance. Accurate prediction of solar irradiance leads to optimal dispatching of available energy resources and antic…

    Jupyter Notebook 12 4

  6. grid-search-pca-cnn grid-search-pca-cnn Public

    Implementation of solar irradiance prediction model with grid-search optimization

    Jupyter Notebook 3