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tanmoyie/README.md

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  1. Bayesian-Inference-Modeling Bayesian-Inference-Modeling Public

    Bayesian Inference Modeling to Rank Cleanup System in Arctic oil spill https://doi.org/10.1016/j.marpolbul.2022.114203

    Python 3

  2. Data-Science Data-Science Public

    Mini projects on data science and machine learning

    Jupyter Notebook 3 1

  3. Deep-Neural-Network Deep-Neural-Network Public

    Deep Neural Network and other ML algorithms are developed to predict damage and oil outflow in tanker collision accidents https://doi.org/10.1177/14750902211039659

    Jupyter Notebook 2 2

  4. facility-location-optimization-model facility-location-optimization-model Public

    A collaborative AI-powered data science project to solve facility-location optimization problem (ongoing)

  5. Location-allocation-using-MIP Location-allocation-using-MIP Public

    Python implementation of the optimization model proposed in paper titled "A mixed integer programming approach to improve oil spill response resource allocation in the Canadian arctic"

    Python 2 1

  6. Operations-Research-projects Operations-Research-projects Public

    Operations research projects will be added in this repo

    Jupyter Notebook 1