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Imagine you're baking a cake. You follow a recipe meticulously, but the result is a dense, gummy mess. Clearly, the recipe – your "model" – needs tweaking. This is analogous to the crucial process of model evaluation and improvement in the world of machine learning. A model, whether predicting cust... read more

As a junior computer science student, I was working on a campus second-hand trading platform project last semester when I stumbled upon the Hyperlane Rust HTTP framework. I was in a dilemma about choosing a framework— it needed to be powerful enough to handle the peak trading at the end of the seme... read more

As a third-year computer science student, I've countless times wrestled with web applications hobbled by performance bottlenecks, the rhythmic clatter of my keyboard a late-night soundtrack to my frustrations. Textbooks painted pictures of efficiency and simplicity, yet real-world projects, with th... read more

João Cláudio Nunes Carvalho Como Grandes Modelos de Linguagem Estão Mudando Tudo: GPT, LLaMA e Claude Explicados Introdução Nos últimos anos, vimos uma revolução silenciosa mas devastadora varrer os campos da educação, negócios, saúde e desenvolvimento de software: os Grandes... read more

KNN e Inteligência Artificial: Um Algoritmo Simples com Resultados Poderosos Resumo O algoritmo K-Nearest Neighbors (KNN) é uma técnica clássica e intuitiva da área de aprendizado de máquina supervisionado, frequentemente utilizada para tarefas de classificação e regressão. Ap... read more

作为一名沉浸在计算机科学世界的大三学生，我的日常早已被代码的逻辑与算法的魅力所占据。然而，理论的海洋虽然广阔，实践的浪花才最能检验真理。在参与了几个校园项目和一些开源社区的贡献后，我愈发感受到，选择一个合适的开发框架，对于项目的成败、开发效率乃至最终的用户体验，起着至关重要的作用。最近，一款基于Rust语言构建的Web后端框架，以其石破天惊的性能表现和独树一帜的设计哲学，彻底颠覆了我对“高效”与“现代”Web开发的认知。今天，我想以一个探索者的身份，结合我那“十年老编”对文字的挑剔和“十年开发者”对技术的苛求，与大家分享我与这款“下一代Web引擎”的深度体验，以及它那令人叹为服指的性能制胜之... read more

Hyperlane性能优化实战：从理论到实践的深度探索 作为一名大三计算机系的学生，我在使用 Hyperlane 开发高并发校园服务时，积累了不少性能优化的经验。这篇文章将从实战角度分享我的优化心得。 一、性能基准测试 1.1 测试环境配置 server .enable_nodelay().await .disable_linger().await .http_line_buffer_size(4096).await .run().await; 1.2 基准... read more

The burgeoning digital landscape, while offering unprecedented convenience and innovation, comes with a hidden environmental cost. Data centers alone consume a staggering 2% of the world's electricity, and the Information and Communication Technology (ICT) sector's greenhouse gas emissions are comp... read more

As a third-year student immersed in the world of computer science, my days are consumed by the logic of code and the allure of algorithms. However, while the ocean of theory is vast, it's the crashing waves of practice that truly test the truth. After participating in several campus projects and co... read more

展望Hyperlane的未来：一个大三学生的开发心得与思考 作为一名大三计算机系的学生，在使用 Hyperlane 框架一个学期后，我对这个框架的现状和未来发展有了一些思考。这篇文章将分享我的学习心得和对框架未来的展望。 一、框架现状分析 1.1 核心优势 极致性能 接近原生 Tokio 的性能表现 优秀的内存管理 低延迟响应 开发体验 直观的 API 设计 完善的文档支持 友好的错误提示 1.2 性能对比 框架 QPS 延迟 内存占用 开发体验 Hyperlane 3... read more