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model size

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wassname
2020-10-31 09:12:30 +08:00
parent 29826f7226
commit d2f0257237
4 changed files with 28466 additions and 1671 deletions
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seq2seq_time/data/data.py
+2 -2
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@@ -45,7 +45,7 @@ class RegressionForecastData:
return df_norm, scaler
def split(self, df_norm: pd.DataFrame) -> Tuple[pd.DataFrame, pd.DataFrame]:
df_train, df_test = timeseries_split(df_norm)
df_train, df_test = timeseries_split(df_norm, 0.3)
df_test, df_val = timeseries_split(df_test, 0.5)
return df_train, df_val, df_test
@@ -311,6 +311,6 @@ class IMOSCurrentsVel(RegressionForecastData):
columns=['HEIGHT_ABOVE_SENSOR', 'NOMINAL_DEPTH'])
df['SPD'] = np.sqrt(df.VCUR**2 + df.UCUR**2)
df.dropna(subset=self.columns_target, inplace=True)
df = df.resample('30T').first()[:'2015']
df = df.resample('30T').first().loc['2011':'2015-03']
return df