yannadani / diffcbed Goto Github PK
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License: MIT License
Hello! I'm reading your paper and codes. Thank you very much for making your code open-sourced.
I'm confused about group_interventions
. In models/dag_bootstrap_lib/utils.py line 49, it seems to control the sorting of interventions, but it seems that np.argsort
cannot achieve. And data.samples
should also be sorted by idx
in order to correspond with interventions
(or data.nodes
).
I think it should be like
samples = np.array(data.samples)
interventions = np.array(data.nodes)
is_single_target = (interventions.sum((-1)) <= 1).sum() == interventions.shape[0]
idx = np.array(range(len(interventions)))
if is_single_target:
if group_interventions:
idx = np.lexsort(interventions.T)
# order samples by interventions to group similar interventions together
samples = samples[idx]
interventions = interventions[idx]
Or maybe I misunderstand the meaning of group_interventions
.
Thank you!
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