GitHub

Machine Learning with PyTorch and Scikit-Learn Book

Helpful installation and setup instructions can be found in the README.md file of Chapter 1. In addition, Zbynek Bazanowski contributed this helpful guide explaining how to run the code examples on ...
IEEE

Implementation of a Deep Learning-based MPPT System for Maximizing Energy Extraction in Solar PV Modules

Abstract: In this paper, we propose a novel AI-based Maximum Power Point Tracking (MPPT) system for solar PV modules, leveraging a hybrid Transformer + LightGBM model. The system addresses the ...
GitHub

TfELM : Extreme Learning Machines Framework with Python and TensorFlow

This framework provides a comprehensive set of tools and utilities for implementing and experimenting with Extreme Learning Machines using Python and TensorFlow. ELMs are a type of machine learning ...
IEEE

Machine-Learning-Based Condition Monitoring of Power Electronics Modules in Modern Electric Drives

Abstract: Integrating machine-learning (ML) models responsible for predicting the evolution of those directly collected or implicitly derived parameters enhances the smartness of industrial systems ...