Analytics Insight

Machine Learning, Stanford University

Stanford University’s Machine Learning (XCS229) is a 100% online, instructor-led course offered by the Stanford School of ...
GitHub

LEAP: Evolutionary Algorithms in Python

LEAP is a general purpose Evolutionary Computation package that combines readable and easy-to-use syntax for search and optimization algorithms with powerful distribution and visualization features.
IEEE

Target location algorithm based on FMCW radar signal feature extraction and PCA

Abstract: Non-contact vital sign measurement based on FMCW radar is a research hotspot. In order to solve the problem of inaccurate selection of range bin and jump phenomenon in target location, a ...
GitHub

LLM4AD: Large Language Model for Algorithm Design

LLM4AD is an open-source Python-based Platform leveraging Large Language Models (LLMs) for Automatic Algorithm Design (AD). Please refer to the paper [LLM4AD] for detailed information, including the ...
IEEE

Enhanced Genetic Algorithm Combined with Entropy-PCA Weights for Multi-Objective Optimization

Abstract: In this paper, a multi-objective optimization model incorporating a novel entropy-PCA weight allocation and enhanced genetic algorithm is proposed to cope with multi-dimensional optimization ...