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  1. DL-based-Intelligent-Diagnosis-Benchmark DL-based-Intelligent-Diagnosis-Benchmark Public

    Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"

    Python 624 169

  2. UDTL UDTL Public

    Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study" published in TIM

    Python 418 105

  3. Basic-Rotating-Machine-Vibration-Analysis Basic-Rotating-Machine-Vibration-Analysis Public

    These codes realize data transformation and simple data processing for fault diagnosis.

    MATLAB 81 26

  4. Probabilistic_RUL_Prediction Probabilistic_RUL_Prediction Public

    Python 61 4

  5. Weighted_Multi-Scale_Dictionary_Learning Weighted_Multi-Scale_Dictionary_Learning Public

    Source codes for paper "A weighted multi-scale dictionary learning model and its applications on bearing fault diagnosis"

    MATLAB 41 8

  6. Fast_SASD Fast_SASD Public

    Source codes for the paper "Fast Sparsity-Assisted Signal Decomposition with Non-Convex Enhancement for Bearing Fault Diagnosis"

    MATLAB 41 4