ABCPRC is an Approximate Bayesian Computation Particle Rejection Scheme designed to perform model fitting on individual-based models.
To setup, first download a local copy and then run
python setup.py install
import ABCPRC as prc
A fitting class is setup using
m = prc.ABC()
You can then either use the built-in tolerances or fit your own using
The fitting can then be performed using
and the results shown (using seaborn),
Three example tutorials accompany this package.
Tests are run using the
python nose2 package. To install run
pip install nose2 pip install cov-core
and tests can be performed running the command