GitHub

Optuna Study - Hyperparameter Optimization Framework

Download optuna study to organize experiments, compare runs, and streamline model search with a flexible open-source optimization framework. Build smarter ML workflows with optuna python support, ...
IEEE

Intelligent Reflecting Surface-Aided Wireless Communications: A Tutorial

Abstract: Intelligent reflecting surface (IRS) is an enabling technology to engineer the radio signal propagation in wireless networks. By smartly tuning the signal reflection via a large number of ...
GitHub

ML Regression Infra End-to-End

An end-to-end regression pipeline demo built around the Jane Street Real-Time Market Data Forecasting dataset. The project is intentionally pragmatic: load a realistic parquet dataset, build a compact ...
IEEE

Privacy-Preserving Heart Disease Prediction Using Federated Learning with Optuna-Optimized Gradient Boosting Algorithms

Abstract: In this paper, a privacy-conscious model of heart disease (HD) prediction will be provided based on Horizontal Federated Learning and Optuna-optimized gradient boosting models. CatBoost, ...