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Original file line number | Diff line number | Diff line change |
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@@ -1,27 +1,27 @@ | ||
from preliz.ppls.pymc_io import get_model_information | ||
"""Functions to communicate with Bambi.""" | ||
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def get_bmb_model_information(model): | ||
def get_pymc_model(model): | ||
if not model.built: | ||
model.build() | ||
pymc_model = model.backend.model | ||
return get_model_information(pymc_model) | ||
return pymc_model | ||
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def write_bambi_string(new_priors, var_info): | ||
""" | ||
Return a string with the new priors for the Bambi model. | ||
So the user can copy and paste, ideally with none to minimal changes. | ||
""" | ||
header = "{" | ||
header = "{\n" | ||
for key, value in new_priors.items(): | ||
dist_name, dist_params = repr(value).split("(") | ||
dist_params = dist_params.rstrip(")") | ||
size = var_info[key][1] | ||
if size > 1: | ||
header += f'"{key}" : bmb.Prior("{dist_name}", {dist_params}, shape={size}), ' | ||
header += f'"{key}" : bmb.Prior("{dist_name}", {dist_params}, shape={size}),\n' | ||
else: | ||
header += f'"{key}" : bmb.Prior("{dist_name}", {dist_params}), ' | ||
header += f'"{key}" : bmb.Prior("{dist_name}", {dist_params}),\n' | ||
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header = header.rstrip(", ") + "}" | ||
return header |
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