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Rob Moss
particle-filter-for-python
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1477c4e8
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1477c4e8
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1 year ago
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Rob Moss
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Highlight that pypfilt implements several filters
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@@ -2,16 +2,14 @@ Bootstrap particle filter for Python
====================================
Welcome to the pypfilt_ documentation.
This package implements a bootstrap particle filter that can be used for
recursive Bayesian estimation and forecasting.
This package implements several particle filter methods that can be used for recursive Bayesian estimation and forecasting.
If there is a system or process that can be:
* Described (modelled) with mathematical equations; and
* Measured repeatedly in some (noisy) way.
Then you can use pypfilt_ to estimate the state and/or parameters of this
system.
Then you can use pypfilt_ to estimate the state and/or parameters of this system.
.. figure:: getting-started/lorenz63_forecast_regularised.png
:width: 100%
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@@ -38,16 +36,12 @@ The :doc:`settings/index` guide
Explains the settings that can be defined in a scenario file.
The :doc:`api/index`
Presents the details of each pypfilt_ component and is likely only of
interest if you need to develop your own components.
Presents the details of each pypfilt_ component and is likely only of interest if you need to develop your own components.
License
-------
The code is distributed under the terms of the BSD 3-Clause license (see
``LICENSE``), and the documentation is distributed under the terms of the
`Creative Commons BY-SA 4.0 license
<http://creativecommons.org/licenses/by-sa/4.0/>`_.
The code is distributed under the terms of the BSD 3-Clause license (see ``LICENSE``), and the documentation is distributed under the terms of the `Creative Commons BY-SA 4.0 license <http://creativecommons.org/licenses/by-sa/4.0/>`_.
.. _user-docs:
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