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    1. NAS_transformerNAS_transformerPublic

      Evolutionary Neural Architecture Search on Transformers for RUL Prediction

      Python 52 7

    2. N-CMAPSS_DLN-CMAPSS_DLPublic

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

      Jupyter Notebook 120 15

    3. TL_RULTL_RULPublic

      Application of Transfer Learning for RUL Prediction

      Python 31 5

    4. ENAS-PdMENAS-PdMPublic

      Evolutionary Neural Architecture Search for Remaining Useful Life Prediction

      Python 28 2

    5. MOO_ELMMOO_ELMPublic

      Multi-Objective Optimization of ELM for RUL Prediction

      Python 15 2

    6. NAS_convELMNAS_convELMPublic

      Evolutionary optimization of convolutional ELM for remaining useful life prediction

      Python 5 2