tensortrade.feed.api.float.imputation module

tensortrade.feed.api.float.imputation.ffill(s: tensortrade.feed.core.base.Stream[float][float]) → tensortrade.feed.core.base.Stream[float][float]

Fill in missing values by forward filling.

Parameters:s (Stream[float]) – A float stream. Returns:Stream[float] – An imputed stream via forward filling.

tensortrade.feed.api.float.imputation.fillna(s: tensortrade.feed.core.base.Stream[float][float], fill_value: float = 0.0) → tensortrade.feed.core.base.Stream[float][float]

Fill in missing values with a fill value.

Parameters:

• s (Stream[float]) – A float stream.
• fill_value (float) – A value to fill in missing values with.

Returns:

Stream[float] – An imputed stream via padding.