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Use np isclose to check split #12

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Nov 13, 2024
Merged

Use np isclose to check split #12

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2 changes: 1 addition & 1 deletion code/split_dataset.py
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Original file line number Diff line number Diff line change
Expand Up @@ -56,7 +56,7 @@ def hash_withhold(withheld_idxs, length=6):
def train_tune_test(ds, train_size=.90, tune_size=.1, test_size=0., withhold=None,
rseed=8, out_dir=None, overwrite=False):
""" split data into train, tune, and test sets """
if train_size + tune_size + test_size != 1:
if not np.isclose(train_size + tune_size + test_size, 1):
raise ValueError("train_size, tune_size, and test_size must add up to 1. current values are "
"tr={}, tu={}, and te={}".format(train_size, tune_size, test_size))

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