HackerNoon

From Theory to Practice: Three Small Tools for Big Security Problems

AI writes fast and leaves API keys in your code. I built three tiny Python tools to find vulnerable packages, reachable CVEs ...
GitHub

agent-opt

Prompts are how ambiguity sneaks into an agent. You can tweak one by hand. You can't tweak a hundred, and you definitely can't re-tweak them every time the model behind them changes. agent-opt does ...
science

Optimal control of spin systems

The main developments leading to the currently available sophisticated methods of magnetic resonance for applications in imaging and spectroscopy include the following three main pillars. (i) The ...
GitHub

Search Algorithms — from grid mazes to real streets

A graph search library with BFS, Uniform-Cost Search, A*, and Contraction Hierarchies (CH), implemented against one shared interface so the same algorithm code runs on grid mazes, arbitrary graphs, ...
Frontiers

Enhancing vehicle routing problem through a qubit-efficient Symmetric Arc Reduction using Quantum Approximate Optimization Algorithm

Consequently, heuristic and metaheuristic methods have prevailed in practical applications, with traditional techniques like the Clarke-Wright savings algorithm, nearest neighbor heuristics, and ...
blog.csdn

多AGV路径规划与调度论文复现：订单分批、模拟退火与A*的Python实现

文章浏览阅读201次，点赞4次，收藏6次。智能仓储与订单拣选系统中，多AGV的路径规划与调度效率直接决定订单处理能力。从栅格地图建模到订单分批，再到访问顺序优化，算法链路通常涉及节约算法、模拟退火等组合优化方法。模拟退火通过温度曲线控制对劣质解的容忍度，能够在货架访问顺序 ...
blog.csdn

Twitter 推荐算法开源仓库 the-algorithm-ml 实战指南：Heavy Ranker 重排模型与 TwHIN 实体嵌入的训练复现

文章浏览阅读198次。本文围绕 Twitter 推荐算法开源仓库（the-algorithm-ml）的根 README 展开，系统讲解仓库开源的两类核心模型——服务于 "For You" 时间线的 Heavy Ranker 重排模型，以及基于图数据预训练的 TwHIN 实体嵌入，并给出从虚拟环境搭建、随机数据生成到本地训练的完整可运行步骤。读完本文，你 ...