GitHub

Federated Learning Demo in Python using Socket Programming

This is a demo project for applying the concepts of federated learning (FL) in Python using socket programming by building and training machine learning (ML) models using FL. The ML model is trained ...
GitHub

PyGAD: Genetic Algorithm in Python

PyGAD is an open-source, easy-to-use Python 3 library for building the genetic algorithm and optimizing machine learning algorithms. It supports Keras and PyTorch, and it can optimize both ...
Frontiers

Hybridized bio-inspired intrusion detection system for Internet of Things

The Internet of Things (IoT) consists of several smart devices equipped with computing, sensing, and network capabilities, which enable them to collect and exchange heterogeneous data wirelessly. The ...
Frontiers

Random forests algorithm boosts genetic risk prediction of systemic lupus erythematosus

Patients with systemic lupus erythematosus (SLE) present varied clinical manifestations, posing a diagnostic challenge for physicians. Genetic factors substantially contribute to SLE development. A ...
C&EN

Polymer Structure Predictor (PSP): A Python Toolkit for Predicting Atomic-Level Structural Models for a Range of Polymer Geometries

School of Materials Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States ...