API Reference
CaML Core
Core Classes
CamlDML | The CamlDML class represents a Double Machine Learning (DML) implementation for estimating… |
CamlPolicy | The CamlPolicy class represents a Policy Learning implementation for estimating… |
CamlEnsemble | The CamlEnsemble class represents a Ensemble Learning implementation for estimating… |
CamlDRL | The CamlDRL class represents a Doubly Robust Learning (DRL) implementation for estimating… |
CamlDynamic | The CamlDynamic class represents a dynamic (time) implementation for estimating… |
Core Extensions
Plotting
extensions.plots.plot | A plot. |
Developer Tools
Utilities, Descriptors, & Validators
utils.generate_random_string | Function to generate a random string of ascii lowercase letters and digits of length N. |
utils.descriptors.ValidDataFrame | Descriptor class that allows setting and getting a value that must be a valid DataFrame |
utils.descriptors.ValidSparkSession | Descriptor class for a valid SparkSession object. |
utils.descriptors.ValidSklearnModel | Descriptor class for a valid nuissance Sklearn model object. |
utils.descriptors.ValidBoolean | Descriptor class for a valid boolean value. |
utils.descriptors.ValidString | Descriptor class for a valid string value. |
utils.descriptors.ValidFeatureList | Descriptor class for a valid str, list, or tuple feature names. |