Abstract: Hierarchical Federated Learning (HFL) has emerged as a promising paradigm for distributed machine learning in edge computing environments. By introducing intermediate edge servers between ...

usethis is a command-line interface to automate the configuration of popular Python tools, workflows, and frameworks. You can use it to declaratively add, remove, and configure tools in an existing ...

Abstract: This paper proposes a deep learning framework based on multi-task learning for the automated ultrasound diagnosis of cervical lymph node metastasis (CLNM) in papillary thyroid carcinoma ...

Task Manager PRO is a production-grade distributed task management system combining a Python CLI tool with a modern REST API. It demonstrates mastery of full-stack development: SQLAlchemy ORM, FastAPI ...