GitHub

plot_shap_beeswarm.m

% 1. Standalone - it will try to find and load SHAP results automatically % 2. As part of run_analysis.m or debug_run_analysis.m - it will use variables already in workspace ...
International Monetary Fund

Solving the Canonical Quarterly Projection Model Using EViews

The Quarterly Projection Model (QPM) is one of the IMF’s standard frameworks for monetary policy analysis and forms a core component of a forward‑looking Forecasting and Policy Analysis System (FPAS).

From Variability to Value: Implementing Profitable Target Shifts on Continuous Sheet Processes

Operating mean targets can be shifted after variability has been reduced or stabilized to increase cost savings and production. This article explains how.
EurekAlert!

Hybrid modeling strategy based on deep learning surrogate models enables accurate multi-objective optimization of iso-octanol oxidation

Researchers have developed a hybrid surrogate model for iso-octanol oxidation to iso-octanal that integrates data-driven ...
IEEE

Dispatch of a Coal Mine-Integrated Energy System: Optimization Model with Interval Variables and Lower Carbon Emission

Abstract: In the coal mining process, a large amount of Coal Mine-Associated energy (CMAE), such as coal mine methane and underground wastewater, is produced. Research on the modeling and optimization ...
IEEE

Feature Drift Aware for Intrusion Detection System Using Developed Variable Length Particle Swarm Optimization in Data Stream

Abstract: Intrusion Detection Systems (IDS) serve as critical components in safeguarding network security by detecting malicious activities. Although IDS has recently been treated primarily through ...
GitHub

plot_trained_results.py

algo_names = ['A2C', 'PPO1', 'PPO2', 'TRPO', 'SAC', 'TD3', 'NAF', 'KBRL_97','KBRL_99'] labels = ['A2C', 'PPO1', 'PPO2', 'TRPO', 'SAC', 'TD3', 'NAF', 'KBRL 0.97 ...