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btschwertfeger committed Apr 9, 2024
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2 changes: 1 addition & 1 deletion README.md
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2024/04/08 18:16:35 INFO | Saving result to quantile_delta_mapping.nc ...
```

## 5. API Usage and Examples
## 5. Programming Interface Usage and Examples

```python
import xarray as xr
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.. -*- coding: utf-8 -*-
.. Copyright (C) 2023 Benjamin Thomas Schwertfeger
.. GitHub: https://github.com/btschwertfeger
..
Command-Line Interface
======================

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4 changes: 4 additions & 0 deletions doc/cmethods.rst
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.. -*- coding: utf-8 -*-
.. Copyright (C) 2023 Benjamin Thomas Schwertfeger
.. GitHub: https://github.com/btschwertfeger
..
Classes and Functions
=====================
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9 changes: 7 additions & 2 deletions doc/getting_started.rst
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.. -*- coding: utf-8 -*-
.. Copyright (C) 2023 Benjamin Thomas Schwertfeger
.. GitHub: https://github.com/btschwertfeger
..
Getting Started
===============

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API Usage and Examples
----------------------
Programming Interface Usage and Examples
----------------------------------------

The `python-cmethods`_ module can be imported and applied as showing in the
following examples. For more detailed description of the methods, please have a
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.. python-cmethods documentation master file, created by
sphinx-quickstart on Mon Apr 10 10:04:20 2023.
.. -*- coding: utf-8 -*-
.. Copyright (C) 2023 Benjamin Thomas Schwertfeger
.. GitHub: https://github.com/btschwertfeger
..
Welcome to python-cmethods's documentation!
===========================================
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.. This is the introduction
.. -*- coding: utf-8 -*-
.. Copyright (C) 2023 Benjamin Thomas Schwertfeger
.. GitHub: https://github.com/btschwertfeger
..
python-cmethods
===============
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.. -*- coding: utf-8 -*-
.. Copyright (C) 2023 Benjamin Thomas Schwertfeger
.. GitHub: https://github.com/btschwertfeger
..
Known Issues
============

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surrounding values over all years as the basis for calculating the mean
values. This is not yet implemented in this module, but is available in the
command-line tool `BiasAdjustCXX`_.
- Using this module or especially Python to apply bias correction techniques on
large data sets can be a very time-consuming task. So this module is more
about showing how to apply different methods on climate data and maybe even
to bias-correct small data sets. When it comes to large ensembles it is
preferred to use the way more efficient tool `BiasAdjustCXX`_. A speed
comparison between `python-cmethods`_, `BiasAdjustCXX`_, and `xclim`_ was
made this `tool comparison`_. Since the development of python-cmethods is
continuing, speed improvements have been done since the last bench.
4 changes: 4 additions & 0 deletions doc/license.rst
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.. -*- coding: utf-8 -*-
.. Copyright (C) 2023 Benjamin Thomas Schwertfeger
.. GitHub: https://github.com/btschwertfeger
..
.. _section-license:

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.. -*- coding: utf-8 -*-
.. Copyright (C) 2023 Benjamin Thomas Schwertfeger
.. GitHub: https://github.com/btschwertfeger
..
.. LINKS
.. _python-cmethods: https://github.com/btschwertfeger/python-cmethods
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.. -*- coding: utf-8 -*-
.. Copyright (C) 2023 Benjamin Thomas Schwertfeger
.. GitHub: https://github.com/btschwertfeger
..
Bias Correction Methods
=======================
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