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bkaankuguoglu/generate_time_lags

Created March 15, 2021 22:13
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generate_time_lags
def generate_time_lags(df, n_lags):
df_n = df.copy()
for n in range(1, n_lags + 1):
df_n[f"lag{n}"] = df_n["value"].shift(n)
df_n = df_n.iloc[n_lags:]
return df_n
input_dim = 100
df_generated = generate_time_lags(df, input_dim)
df_generated
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