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Newnius
2020-05-02 10:27:40 +08:00
parent 157492f971
commit e7652959af
2 changed files with 4 additions and 6 deletions
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8
train.py
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@@ -100,12 +100,10 @@ def experiment(repeats, series, seed):
for r in range(repeats):
# fit the model
batch_size = 4
t = train.shape[0] % batch_size
train = train[train.shape[0] - t * batch_size:]
t = test.shape[0] % batch_size
test = test[test.shape[0] - t * batch_size:]
t1 = train.shape[0] % batch_size
t2 = test.shape[0] % batch_size
train_trimmed = train_scaled[2:, :]
train_trimmed = train_scaled[train_scaled.shape[0] - t1 * batch_size:, :]
lstm_model = fit_lstm(train_trimmed, batch_size, 30, 4)
# forecast the entire training dataset to build up state for forecasting
if seed: