9 results for “topic:statistical-validation”
Production multi-agent trading platform with rigorous walk-forward validation. TSMOM momentum (1.097 Sharpe) + GEX regime filtering. Interactive CLI, autonomous trade lifecycle, daily scheduler. Alpaca integration. Built on Microsoft AutoGen. Research-driven approach with statistical validation. Educational - not financial advice.
Independent validation suite for Zetyra statistical calculators. 169 tests across GSD, CUPED, and Bayesian Toolkit — benchmarked against gsDesign, scipy, conjugate priors, and published trials (HPTN 083, HeartMate II, REBYOTA).
Teste A/B com Python para validação estatística de um sistema de recomendação em e-commerce.
Secure Neural Network Model Watermarking
Calculates the potential maximum daily loss for an investment portfolio using three different financial risk methods (Value-at-Risk). The system checks these methods are accurate using statistical backtesting, helping set safe risk limits and meet financial rules.
End-to-End Python framework implementing bias-adjusted LLM agents for human-like decision-making in economic games (Kitadai et al., 2025). Features persona-conditioned agent populations using Econographics data, multi-provider API integration, and Wasserstein distance validation against empirical benchmarks.
Machine learning pipeline for predicting used car prices using Kaggle’s Playground S4E9 dataset. Includes data cleaning, EDA, feature engineering, statistical analysis, and advanced regression models (LightGBM, XGBoost, CatBoost). Modular notebooks, visuals, and documentation included.
Research-grade implementation of Bidirectional ALT for shortest path problems — achieving up to 8× speedups on structured graphs with full statistical validation.
No description provided.