GitHub

RUL-Mamba: Mamba-Based Remaining Useful Life Prediction for Lithium-Ion Batteries

Authors: Jiahui Huang, Lei Liu, Hongwei Zhao, Tianqi Li, Bin Li. This repo contains the code and data from our paper published in Journal of Energy Storage. Lithium-ion batteries play a crucial role ...
IEEE

Comparative Analysis of Automated Machine Learning for Hyperparameter Optimization and Explainable Artificial Intelligence Models

Abstract: Artificial intelligence (AI) has been increasingly applied to solve complex real-world problems. One of the most significant challenges in AI lies in selecting and fine-tuning the optimal ...
IEEE

Fine Tuning Hyperparameters of Deep Learning Models Using Metaheuristic Accelerated Particle Swarm Optimization Algorithm

Abstract: In recent years, Convolutional Neural Networks (CNNs) have emerged as powerful tools for solving complex real-world problems, particularly in the domain of image processing. The success of ...
GitHub

GitHub - drat/optuna-hyperparameter: A hyperparameter optimization framework · GitHub

Help us create the next version of Optuna! Optuna 5.0 Roadmap published for review. Please take a look at the planned improvements to Optuna, and share your feedback in the github issues. PR ...
Nature

Hyperparameter Optimization in Machine Learning Models

Hyperparameter optimization lies at the core of developing robust and reliable machine learning models. Unlike parameters learned during training, hyperparameters are set prior to the learning process ...