Hacker

Predicting Jet Engine Failure with Python and AutoML

Dippu is a strategic Data & Analytics leader and thought leader in emerging solutions, including Computer Vision and Generative AI/LLMs. Dippu is a strategic Data & Analytics leader and thought leader ...
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 ...
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 ...
GitHub

Learning Synthetic Environments and Reward Networks for Reinforcement Learning

We explore meta-learning agent-agnostic neural Synthetic Environments (SEs) and Reward Networks (RNs) for efficiently training Reinforcement Learning (RL) agents. While an SE acts as a full proxy to a ...
IEEE

UDNet: A Unified Deep Learning-Based AutoML Framework to Execute Multiple ML Strategies for ...

Abstract: The rise of multi-modal unstructured data has intensified the need for advanced processing solutions capable of deriving meaningful insights efficiently. UDNet emerges as a concurrent ML ...