📖 API References

Documentation of the API for public objects and functions in autoqild.

autoqild.automl	The automl package provides tools for automated machine learning (AutoML), offering pre-configured classifiers that leverage state-of-the-art AutoML frameworks like AutoGluon and TabPFN.
autoqild.bayes_search	The bayes_search package contains custom implementations and utilities for Bayesian hyperparameter optimization.
autoqild.classifiers	This package contains Blind classifiers, which just uses the output class values to make predictions by learning a constant function, used information leakage detection.
autoqild.dataset_readers	The dataset_readers package provides utilities for reading OpenML datasets, generating synthetic data, both distance-based and traditional, for testing and evaluation purposes.
autoqild.mi_estimators	The mi_estimators package offers various mutual information (MI) estimators designed for use in information leakage detection.
autoqild.detectors	The detectors package provides a suite of classes designed for detecting information leakage in machine learning experiments.
autoqild.utilities	The utilities subpackage provides essential utility functions and constants for streamlined operations.