'A package for bayesian analysis of spatial occupancy models'
A package for fast bayesian analysis of spatial occupancy models. OccuSpytial implements several samplers for the single season site spatial occupancy model using the Intrinsic Conditional Autoregressive (ICAR) model for spatial random effects.
For usage examples refer to the project's documentation.
The package can be installed using pip.
pip install occuspytial
Alternatively, it can be installed from source using poetry
git clone https://github.com/zoj613/OccuSpytial.git cd OccuSpytial/ poetry install
Note that installing this way requires that
Cython is installed for a successful build.
To run tests after installation, the package
pytest is required. Simply run
the following line from the terminal in this package's root directory.
python -m pytest
If all tests pass, then you're good to go.
OccuSpytial is free software made available under the BSD License. For details see the LICENSE file.
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