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Add sample number setting #44

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Add sample number setting #44

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5 changes: 4 additions & 1 deletion kegra/train.py
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Original file line number Diff line number Diff line change
Expand Up @@ -17,10 +17,13 @@
SYM_NORM = True # symmetric (True) vs. left-only (False) normalization
NB_EPOCH = 200
PATIENCE = 10 # early stopping patience
TRAIN_NUM = 200 # munbers of train samples
VAL_NUM = 300 # munbers of validation samples
TEST_NUM = 1000 # munbers of test samples

# Get data
X, A, y = load_data(dataset=DATASET)
y_train, y_val, y_test, idx_train, idx_val, idx_test, train_mask = get_splits(y)
y_train, y_val, y_test, idx_train, idx_val, idx_test, train_mask = get_splits(y, TRAIN_NUM, VAL_NUM, TEST_NUM))

# Normalize X
X /= X.sum(1).reshape(-1, 1)
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