GitHub

An open-source Python framework that integrates machine learning interatomic potentials (MLIPs) with a tailored batched optimization strategy, enabling rapid, unbiased ...

Starting the exclusive mode to further accelerate the process if you have administrator privileges. sudo ./util/mps_start.sh The main program of the CSP process. BATCHED GEOMETRY OPTIMIZATION REQUIRES ...
IEEE

Code Optimization for Python using Large Pre-Trained Model

Abstract: Optimizing Python code is essential for enhancing performance and efficiency. This project investigates the use of large pre-trained language models, specifically GPT (Generative Pre-trained ...
GitHub

Portfolio Optimization in Python (Sharpe Ratio, Minimum Variance, Target Return)

SLSQP stands for Sequential Least Squares Programming. It is a numerical optimization algorithm used to solve constrained nonlinear optimization problems. In this project, we aim to optimize objective ...
marktechpost

Microsoft and Stanford University Researchers Introduce Trace: A Groundbreaking Python Framework Poised to Revolutionize the Automatic Optimization of AI Systems

Designing computational workflows for AI applications, such as chatbots and coding assistants, is complex due to the need to manage numerous heterogeneous parameters, such as prompts and ML ...