Metadata-Version: 2.1
Name: neuralhydrology
Version: 1.2.2
Summary: Library for training deep learning models with environmental focus
Home-page: https://neuralhydrology.readthedocs.io
Author: Frederik Kratzert, Daniel Klotz, Martin Gauch
Author-email: neuralhydrology@googlegroups.com
License: UNKNOWN
Project-URL: Documentation, https://neuralhydrology.readthedocs.io
Project-URL: Source, https://github.com/neuralhydrology/neuralhydrology
Project-URL: Research Blog, https://neuralhydrology.github.io/
Keywords: deep learning hydrology lstm neural network streamflow discharge rainfall-runoff
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: Operating System :: OS Independent
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Hydrology
Classifier: License :: OSI Approved :: BSD License
Requires-Python: >=3.7
Description-Content-Type: text/markdown
License-File: LICENSE

![#](docs/source/_static/img/neural-hyd-logo-black.png)

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

This package has been used extensively in research over the last years and was used in various academic publications. 
The core idea of this package is modularity in all places to allow easy integration of new datasets, new model 
architectures or any training-related aspects (e.g. loss functions, optimizer, regularization). 
One of the core concepts of this code base are configuration files, which let anyone train neural networks without
touching the code itself. The NeuralHydrology package is built on top of the deep learning framework 
[PyTorch](https://pytorch.org/), since it has proven to be the most flexible and useful for research purposes.

We (the AI for Earth Science group at the Institute for Machine Learning, Johannes Kepler University, Linz, Austria) are using
this code in our day-to-day research and will continue to integrate our new research findings into this public repository.

- Documentation: [neuralhydrology.readthedocs.io](https://neuralhydrology.readthedocs.io)
- Research Blog: [neuralhydrology.github.io](https://neuralhydrology.github.io)
- Bug reports/Feature requests [https://github.com/neuralhydrology/neuralhydrology/issues](https://github.com/neuralhydrology/neuralhydrology/issues)


# Contact

For questions or comments regarding the usage of this repository, please use the [discussion section](https://github.com/neuralhydrology/neuralhydrology/discussions) on Github. For bug reports and feature requests, please open an [issue](https://github.com/neuralhydrology/neuralhydrology/issues) on GitHub.
In special cases, you can also reach out to us by email: neuralhydrology(at)googlegroups.com


