Displays mean and median monthly returns for PID in order to identify seasonal patterns.

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This repository is the official implementation of the paper: Physics Informed Distillation for Diffusion Models, accepted by Transactions on Machine Learning Research (TMLR). Diffusion models have ...

Abstract: This study explores the application of Large Language Models (LLMs) to optimize Proportional-Integral-Derivative (PID) controller parameters, aiming to automate a process traditionally ...