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Adjusting comment spacing.

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This commit is contained in:
Matt Graham 2016-09-22 15:06:20 +01:00
parent 27ee34cbba
commit 049ce20d71
1 changed files with 2 additions and 2 deletions
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mlp/data_providers.py
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@ -187,9 +187,9 @@ class MetOfficeDataProvider(DataProvider):
raw = np.loadtxt(data_path, skiprows=3, usecols=range(2, 32)) raw = np.loadtxt(data_path, skiprows=3, usecols=range(2, 32))
assert window_size > 1, 'window_size must be at least 2.' assert window_size > 1, 'window_size must be at least 2.'
self.window_size = window_size self.window_size = window_size
#filter out all missing datapoints and flatten to a vector # filter out all missing datapoints and flatten to a vector
filtered = raw[raw >= 0].flatten() filtered = raw[raw >= 0].flatten()
#normalise data to zero mean, unit standard deviation # normalise data to zero mean, unit standard deviation
mean = np.mean(filtered) mean = np.mean(filtered)
std = np.std(filtered) std = np.std(filtered)
normalised = (filtered - mean) / std normalised = (filtered - mean) / std