supressing ArviZ warning and allowing step selection #213
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ricardoV94
reviewed
Jul 11, 2023
| if "step" in sampler_args: | ||
| step_function_name = sampler_args["step"] | ||
| step_function = getattr(pm, step_function_name) | ||
| sampler_args["step"] = step_function() |
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step_function may need arguments as well
| "step": "Slice", | ||
| } | ||
| model = test_ModelBuilder(sampler_config=sampler_config) | ||
| model.fit(toy_X, toy_y) |
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Maybe monkeypatch pm.sample to confirm it was called with step and that's instance(step, Slice)?
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Small upgrade, allowing to select step function using sampler_config.
On the side there's a small fix, suppressing ArviZ warning that appears each time dataset is added to idata