GitHub

An open-source, low-code machine learning library in Python

PyCaret is an open-source, low-code machine learning library in Python that automates machine learning workflows. It is an end-to-end machine learning and model management tool that speeds up the ...
GitHub

ASID: AutoML for Small and Imbalanced Datasets

ASID library comprises autoML tools for small and imbalanced tabular datasets. For small datasets we propose a GenerativeModel estimator that searches for an optimal generative algorithm, which ...
IEEE

Auto-Pytorch: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL

Abstract: While early AutoML frameworks focused on optimizing traditional ML pipelines and their hyperparameters, a recent trend in AutoML is to focus on neural architecture search. In this paper, we ...
IEEE

Deploying Oracle Machine Learning AutoML Models for Oracle APEX Analytics

Abstract: Oracle Application Express (APEX) is a powerful, low-code development platform that enables the rapid creation of scalable and secure enterprise applications. Integrating seamlessly with ...