tensortrade.features.feature_transformer module¶
-
class
tensortrade.features.feature_transformer.
FeatureTransformer
(*args, **kwargs)[source]¶ Bases:
object
An abstract feature transformer for use within feature pipelines.
-
abstract
transform
(X, input_space)[source]¶ Transform the data set and return a new data frame.
- Parameters
X (
DataFrame
) – The set of data to transform.input_space (
Space
) – A gym.Space matching the shape of the pipeline’s input.
- Return type
DataFrame
- Returns
A transformed data frame.
-
abstract