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  1. NAS_transformer NAS_transformer Public

    Evolutionary Neural Architecture Search on Transformers for RUL Prediction

    Python 43 6

  2. N-CMAPSS_DL N-CMAPSS_DL Public

    N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)

    Jupyter Notebook 81 9

  3. TL_RUL TL_RUL Public

    Application of Transfer Learning for RUL Prediction

    Python 24 4

  4. ENAS-PdM ENAS-PdM Public

    Evolutionary Neural Architecture Search for Remaining Useful Life Prediction

    Python 28 2

  5. MOO_ELM MOO_ELM Public

    Multi-Objective Optimization of ELM for RUL Prediction

    Python 14 2

  6. NAS_convELM NAS_convELM Public

    Evolutionary optimization of convolutional ELM for remaining useful life prediction

    Python 5 2