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Newnius
2020-05-02 12:55:42 +08:00
parent b68d7e8376
commit abe9929c47
2 changed files with 11 additions and 12 deletions
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19
.idea/workspace.xml generated
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@@ -47,7 +47,7 @@
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@@ -398,8 +397,8 @@
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4
train.py
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@@ -90,7 +90,7 @@ def experiment(repeats, series, seed):
raw_values = series.values raw_values = series.values
diff_values = difference(raw_values, 1) diff_values = difference(raw_values, 1)
# transform data to be supervised learning # transform data to be supervised learning
lag2 = 10 lag2 = 4
supervised = timeseries_to_supervised(diff_values, lag2) supervised = timeseries_to_supervised(diff_values, lag2)
supervised_values = supervised.values supervised_values = supervised.values
# split data into train and test-sets # split data into train and test-sets
@@ -103,7 +103,7 @@ def experiment(repeats, series, seed):
error_scores = list() error_scores = list()
for r in range(repeats): for r in range(repeats):
# fit the model # fit the model
batch_size = 4 batch_size = 32
t1 = train.shape[0] % batch_size t1 = train.shape[0] % batch_size
t2 = test.shape[0] % batch_size t2 = test.shape[0] % batch_size