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Replace instance.samples by instance.get/push_sample

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This commit is contained in:
Alinson S. Xavier
2021-06-29 16:49:24 -05:00
parent a5092cc2b9
commit 80281df8d8
9 changed files with 48 additions and 34 deletions
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5
miplearn/components/component.py
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@@ -187,13 +187,14 @@ class Component:
instances: List[Instance],
n_jobs: int = 1,
) -> None:
# Part I: Pre-fit
def _pre_sample_xy(instance: Instance) -> Dict:
pre_instance: Dict = {}
for (cidx, comp) in enumerate(components):
pre_instance[cidx] = []
instance.load()
for sample in instance.samples:
for sample in instance.get_samples():
for (cidx, comp) in enumerate(components):
pre_instance[cidx].append(comp.pre_sample_xy(instance, sample))
instance.free()
@@ -219,7 +220,7 @@ class Component:
x_instance[cidx] = {}
y_instance[cidx] = {}
instance.load()
for sample in instance.samples:
for sample in instance.get_samples():
for (cidx, comp) in enumerate(components):
x = x_instance[cidx]
y = y_instance[cidx]