FeatureTransformer

As stated before in the overview, We use an ABCMeta abstract hierarchy to handle the transformation calls of each asset. The FeatureTransformer is an abstract of all other price transformers available inside of the tensortrade library. As such, it has a set of common functions that are called on almost every transformer.

Properties and Setters

• columns
  • A list of column names to normalize

Functions

Below are the functions that the FeatureTransformer uses to effectively operate.

Private

None

Public

• reset
  • Optionally implementable method for resetting stateful transformers.
• transform
  • Transform the data set and return a new data frame.