Bootstrap particle filter for epidemic forecasting
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pip install pypfilt==0.8.2
This package implements a bootstrap particle filter, intended for use with mechanistic infection models to generate forecasts for epidemic outbreaks.
The documentation is available online and can be built locally with sphinx:
python setup.py build_sphinx
Note that the sphinx_rtd_theme theme must be installed.
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.
Clone this repository and execute:
python setup.py install
If you don't have admin rights, install the package locally:
python setup.py install --user
This package requires h5py 2.2 or newer, NumPy 1.8 or newer, and SciPy 0.11 or newer.