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.

These tools simplify the process of training, validating, and deploying machine learning models with minimal manual intervention.

Modules

autogluon_classifier	AutoGluonClassifier is a wrapper for building, training, and evaluating an AutoML model using AutoGluon.
automl_core	Abstract base class for AutoML classifiers.
model_configurations	Configurations for search space for AutoGluon tools.
tabpfn_classifier	AutoTabPFNClassifier is an AutoML model wrapper designed to work with the TabPFN (Tabular Prior-based Fully Bayesian Network) for classification tasks.