DataDiscrete
- class aixd.data.DataDiscrete(*args, **kwargs)[source]
Bases:
DataObject
Base class for the discrete type.
Methods
Simple heuristic to determine if the data is transformed.
Plots the distribution of the passed data as a Barplot.
Inherited Methods
Adds the transformation at the end.
Check if the data is consistent with the defined domain.
Returns a copy of the data object.
Returns the activation function for approximating this feature.
Returns the evaluation loss function for this feature.
Returns two ML heads necessary for encoding and decoding the given data object.
Returns the loss function for approximating this feature.
Returns grid samples from the domain of the data object.
Returns if the passed name match with the name of the DataObject.
Inverse transformation of the data matrix according to specification DataObject.transformations.
Adds the transformation at the start.
Prints an overview of the defined transformations.
Returns random samples from the domain of the data object.
Returns samples from the domain of the data object around the given centroid.
Transforms the data matrix according to specification DataObject.transformations.
Check if all transformations are fitted.
Updates the domain of the data object with the passed data.