Generic API for dispatch to Pyro backends.
Generic API for modeling and inference for dispatch to different Pyro backends.
pip install -e .[test] pytest -vs
This library has no dependencies and can easily be installed for testing your particular Pyro backend
implementation. You can use the following pattern and test your backend on models in the
from pyro_api.dispatch import pyro_backend from pyro_api.testing import MODELS # Register backend with pyro_backend(handlers='my_backend.handlers', distributions='my_backend.distributions', ...): # Test on models in pyro_api.testing for model in MODELS: f = MODELS[model]() model, model_args = f['model'], f.get('model_args', ()) model(*model_args) ... # further testing
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