<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Soren&apos;s Blog</title><description>记录思考 · 沉淀技术 · 无限突破</description><link>https://soren-s-blog-base.pages.dev/</link><language>zh-CN</language><item><title>梯度下降算法概述</title><link>https://soren-s-blog-base.pages.dev/posts/dl-from-past-to-now-algorithm/</link><guid isPermaLink="true">https://soren-s-blog-base.pages.dev/posts/dl-from-past-to-now-algorithm/</guid><description>DL 随便写写 搞笑</description><pubDate>Tue, 08 Sep 2026 00:00:00 GMT</pubDate><category>深度学习</category><category>算法</category><category>DL</category><category>概述</category><category>搞笑</category></item><item><title>DL发展概述：从早期ML到DL</title><link>https://soren-s-blog-base.pages.dev/posts/dl-from-past-to-now/</link><guid isPermaLink="true">https://soren-s-blog-base.pages.dev/posts/dl-from-past-to-now/</guid><description>DL 随便写写 搞笑</description><pubDate>Sat, 05 Sep 2026 00:00:00 GMT</pubDate><category>深度学习</category><category>DL</category><category>概述</category><category>搞笑</category></item><item><title>Transformer 从零实现完整教学（零基础极致细化版）</title><link>https://soren-s-blog-base.pages.dev/posts/transformer-from-scratch/</link><guid isPermaLink="true">https://soren-s-blog-base.pages.dev/posts/transformer-from-scratch/</guid><description>零基础向 Transformer 完整教学：数学准备、注意力原理手算推导、NumPy 与 PyTorch 逐行实现、官方框架对照与调试陷阱，并与两个信号识别项目代码相互印证。</description><pubDate>Sun, 23 Aug 2026 00:00:00 GMT</pubDate><category>深度学习</category><category>Transformer</category><category>PyTorch</category></item><item><title>传统 Transformer 的特化方法与实践（零基础极致细化版）</title><link>https://soren-s-blog-base.pages.dev/posts/transformer-specialization/</link><guid isPermaLink="true">https://soren-s-blog-base.pages.dev/posts/transformer-specialization/</guid><description>如何把标准 Transformer 改造成领域专用架构：以 AMC 信号识别项目为例，讲清七条特化轴（Tokenization、注意力作用域、位置编码、块结构、域先验前端、任务头、训练范式）并实战复刻。</description><pubDate>Sun, 23 Aug 2026 00:00:00 GMT</pubDate><category>深度学习</category><category>Transformer</category><category>信号处理</category></item><item><title>博客写作与图片接入指南</title><link>https://soren-s-blog-base.pages.dev/posts/writing-guide/</link><guid isPermaLink="true">https://soren-s-blog-base.pages.dev/posts/writing-guide/</guid><pubDate>Sat, 13 Jun 2026 00:00:00 GMT</pubDate></item><item><title>网站使用指南：功能、快捷键与操作说明</title><link>https://soren-s-blog-base.pages.dev/posts/website-user-guide/</link><guid isPermaLink="true">https://soren-s-blog-base.pages.dev/posts/website-user-guide/</guid><description>全面介绍本网站的所有功能、键盘快捷键、音乐播放器操作方法和个性化设置。帮助你充分利用每一个功能。</description><pubDate>Tue, 09 Jun 2026 00:00:00 GMT</pubDate><category>博客</category></item><item><title>Soren&apos;s Blog 完整搭建指南：从零构建高性能个人知识库与博客</title><link>https://soren-s-blog-base.pages.dev/posts/soren-blog-complete-guide/</link><guid isPermaLink="true">https://soren-s-blog-base.pages.dev/posts/soren-blog-complete-guide/</guid><description>超详细记录使用 Astro 6 + Tailwind CSS 4 构建个人博客与知识库的完整过程，涵盖架构设计、音乐播放器、主题系统、字体排版、全文搜索、3D 欢迎页等全部实现细节。</description><pubDate>Sun, 07 Jun 2026 00:00:00 GMT</pubDate><category>Astro</category><category>教程</category></item><item><title>关于本站与知识管理</title><link>https://soren-s-blog-base.pages.dev/posts/hello-world/</link><guid isPermaLink="true">https://soren-s-blog-base.pages.dev/posts/hello-world/</guid><description>为什么要建立这个知识库，以及我对知识管理和持续学习的思考。</description><pubDate>Mon, 01 Jun 2026 00:00:00 GMT</pubDate><category>博客</category></item><item><title>Markdown 写作完全指南：从基础到扩展语法</title><link>https://soren-s-blog-base.pages.dev/posts/markdown-guide/</link><guid isPermaLink="true">https://soren-s-blog-base.pages.dev/posts/markdown-guide/</guid><description>全面介绍本博客支持的 Markdown 语法，包括基础语法、扩展语法、代码块、数学公式、提示框、Mermaid 图表等所有功能。</description><pubDate>Thu, 28 May 2026 00:00:00 GMT</pubDate><category>Markdown</category></item><item><title>Astro 6 入门：构建高性能个人博客</title><link>https://soren-s-blog-base.pages.dev/posts/getting-started-with-astro/</link><guid isPermaLink="true">https://soren-s-blog-base.pages.dev/posts/getting-started-with-astro/</guid><description>从零开始，使用 Astro 6 构建一个高性能、功能完整的个人博客网站。完整的技术栈选择和架构设计指南。</description><pubDate>Wed, 20 May 2026 00:00:00 GMT</pubDate><category>Astro</category><category>教程</category></item></channel></rss>