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bambi parser #300

Merged
merged 3 commits into from
Nov 29, 2023
Merged

bambi parser #300

merged 3 commits into from
Nov 29, 2023

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aloctavodia
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@aloctavodia aloctavodia commented Nov 28, 2023

This allows the use of Bambi models for ppa and predictive_finder. I only tested the code with a couple of simple models.

def a_bambi_model(a0=2, a1=1, b0=2, b1=1):
    x = bmb.Prior("Normal", mu=a0, sigma=a1)
    Intercept = bmb.Prior("Normal", mu=b0, sigma=b1)
    priors = {"x": x, "Intercept": Intercept}

    model = bmb.Model('y ~ x', data, priors=priors)
    
    return Intercept, x, y

target = pz.Normal(2, sigma=3)
pz.predictive_finder(a_bambi_model, target, draws=100, steps=1, engine="bambi")

Figure 1

@aloctavodia aloctavodia merged commit 60480f8 into arviz-devs:main Nov 29, 2023
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@aloctavodia aloctavodia deleted the bambi branch November 29, 2023 12:16
This was referenced Feb 12, 2024
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