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bnb32/README.md

Brandon Norton Benton

Senior Software Engineer at the National Renewable Energy Lab. Physics PhD with specialization in Climate Modeling. Interested in machine learning applications to climate and weather modeling to help renewable energy adoption.

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  1. NREL/sup3r NREL/sup3r Public

    The Super-Resolution for Renewable Resource Data (sup3r) software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolut…

    Python 84 10

  2. NREL/nsrdb NREL/nsrdb Public

    NSRDB data processing pipeline. Includes satellite data assimilation, cloud property prediction and gap-filling, radiative transport modeling, and data collection.

    Python 8

  3. NREL/rex NREL/rex Public

    REsource eXtraction Tool (rex)

    Python 20 10

  4. NREL/farms NREL/farms Public

    Fast All-sky Radiation Model for Solar applications (FARMS)

    Python 7 2

  5. modbot modbot Public

    This moderation bot software uses scikit-learn binary classification algorithms or pytorch neural networks to learn what phrases to allow in twitch chat. Labeled training data is constructed from c…

    Python

  6. RL-equation-solver RL-equation-solver Public

    Reinforcement learning based equation solver using various neural networks implemented in PyTorch

    Jupyter Notebook 1