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Python Applied System TimeSeries Analysis Software

Project description

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Pastas: what is it?

Pastas is an open source python package for processing, simulating and analyzing hydrological time series (models). The object oriented stucture allows for the quick implementation of new model components. Time series models can be created, calibrated, and analysed with just a few lines of python code with the built-in optimization, visualisation, and statistical analysis tools.

Documentation & Examples

Get in Touch

  • Questions on Pastas can be asked and answered on StackOverFlow.
  • Bugs, feature requests and other improvements can be posten as the Github Issues.
  • Pull requests will only be accepted on the development branch (dev) of this repository. Please take a look at the developers section on the documentation website for more information on how to develop Pastas.

Quick installation guide

To install Pastas, a working version of Python 3.5, 3.6, or 3.7 has to be installed on your computer. We recommend using the Anaconda Distribution with Python 3.7 as it includes most of the python package dependencies and the Jupyter Notebook software to run the notebooks. However, you are free to install any Python distribution you want.

Stable version

To get the latest stable version, use:

pip install pastas

Update

To update pastas, use:

pip install pastas --upgrade

Developers

To get the latest development version, use:

pip install https://github.com/pastas/pastas/zipball/dev

Dependencies

Pastas depends on a number of Python packages, of which all of the necessary are automatically installed when using the pip install manager. To summarize, the following pacakges are necessary for a minimal function installation of Pastas:

  • numpy>=1.15
  • matplotlib>=2.0
  • pandas>=0.23
  • scipy>=1.1

How to Cite Pastas?

If you use Pastas in one of your studies, please cite the Pastas article in Groundwater:

To cite a specific version of Python, you can use the DOI provided for each official release (>0.9.7) through Zenodo. Click on the link to get a specific version and DOI, depending on the Pastas version.

  • Collenteur, R., Bakker, M., Caljé, R. & Schaars, F. (XXXX). Pastas: open-source software for time series analysis in hydrology (Version X.X.X). Zenodo. http://doi.org/10.5281/zenodo.1465866

License (MIT License)

Copyright (c) 2016-2018 R.A. Collenteur, M. Bakker, R. Calje, F. Schaars

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

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