Shypd.aiThe largest open index of AI toolsneuralhydrology is an Open Source Python library for training neural networks, specifically focusing on hydrological applications. It offers modularity for integrating new datasets and model architectures.
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neuralhydrology is an Open Source Python library designed for training neural networks with a strong emphasis on hydrological applications. This package has been extensively used in research and various academic publications, highlighting its utility in the field. The core principle of the library is modularity, allowing for easy integration of new datasets, model architectures, and training-related aspects such such as loss functions, optimizers, and regularization techniques. It is built on the deep learning framework PyTorch, known for its flexibility in research. The library supports configuration files, enabling users to train neural networks without directly modifying the code. It is actively maintained by the AI for Earth Science group at the Institute for Machine Learning, Johannes Kepler University, Linz, Austria.
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