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  1. UQ_ML_Tutorial UQ_ML_Tutorial Public

    Code repository for review paper titled "Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Comprehensive Review"

    Jupyter Notebook 39 10

  2. HIconstruct_optimize HIconstruct_optimize Public

    Contains code to compare several health index construction methods using run-to-failure bearing dataset

    MATLAB 29 6

  3. Bearing_LSTMPrognostics Bearing_LSTMPrognostics Public

    This repository contains parts of code for the publication "Ensembles of Probabilistic LSTM Predictors and Correctors for Bearing Prognostics Using Industrial Standards" by Nemani et al. in Neuroco…

    Jupyter Notebook 12 2

  4. Prognostics_Weighted_Ensemble Prognostics_Weighted_Ensemble Public

    code repository for the owner's paper on prognostics

    Jupyter Notebook 4 2

  5. PySpark-Examples PySpark-Examples Public

    Implementation of machine learning on pySpark

    Jupyter Notebook

  6. MNIST_PyTorch MNIST_PyTorch Public

    Jupyter Notebook