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Update app.py
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app.py
CHANGED
@@ -46,7 +46,7 @@ def get_label_fractions(dataset):
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return label_list, label_fractions
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def randomize_labels(examples, indices):
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# What set of examples should be randomized in this batch?
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# This is the intersection of the batch indices and the indices we randomly selected to change the labels of.
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batch_subset = list(set(indices) & randomize_subset)
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@@ -90,7 +90,8 @@ def main(percentage=10):
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new_random_labels = list(choice(a=label_list, size=num_new_labels, p=label_fractions))
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# Update the dataset so that the labels are randomized
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updated_dataset = dataset.map(randomize_labels, with_indices=True,
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features=dataset.features, batched=True)
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# Upload the new version of the dataset (this will take awhile)
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return label_list, label_fractions
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def randomize_labels(examples, indices, new_random_labels):
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# What set of examples should be randomized in this batch?
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# This is the intersection of the batch indices and the indices we randomly selected to change the labels of.
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batch_subset = list(set(indices) & randomize_subset)
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new_random_labels = list(choice(a=label_list, size=num_new_labels, p=label_fractions))
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# Update the dataset so that the labels are randomized
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updated_dataset = dataset.map(randomize_labels, with_indices=True,
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fn_kwargs={'new_random_labels':new_random_labels},
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features=dataset.features, batched=True)
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# Upload the new version of the dataset (this will take awhile)
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