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kratzert/README.md

Hi there 👋

I'm Frederik Kratzert, Researcher @ Google working in the Flood Forecasting Team. This here is my private GitHub account, were I maintain my open source projects and publish code related to any kind of research articles.

🤓 Research 🤔

Most of my research is dedicated towards solving applications in environmental sciences (mainly hydrology) with machine learning.

Links

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  1. neuralhydrology/neuralhydrology neuralhydrology/neuralhydrology Public

    Python library to train neural networks with a strong focus on hydrological applications.

    Python 375 193

  2. finetune_alexnet_with_tensorflow finetune_alexnet_with_tensorflow Public

    Code for finetuning AlexNet in TensorFlow >= 1.2rc0

    Jupyter Notebook 777 414

  3. RRMPG RRMPG Public

    Rainfall-Runoff modelling playground

    Python 75 22

  4. pangeo_lstm_example pangeo_lstm_example Public

    Example notebook, showing how to use LSTMs for rainfall-runoff modeling

    Jupyter Notebook 66 44

  5. Caravan Caravan Public

    A global community dataset for large-sample hydrology

    Jupyter Notebook 181 35