TensorOpt is a framework-agnostic tensor-based optimization system designed for complex engineering applications. It provides an intuitive interface for defining multi-dimensional optimization ...

Spiral Dynamics Optimization with Python Dr. James McCaffrey of Microsoft Research explains how to implement a geometry-inspired optimization technique called spiral dynamics optimization (SDO), an ...

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 ...

The Adaptive Moment Method, commonly known as Adam, is an optimization algorithm for stochastic gradient descent. It combines the benefits of two other extensions of stochastic gradient descent: ...