publish: 30 migrated notes go live

Author: Kingpython123

src/content/notes/ai-infra/ai-cluster.md

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+---
 title: 'AI Cluster'
 date: '2026-05-19'
 tags: ['AI Infra']
-draft: true
+draft: false
 ---
 参数量分析
 一个模型的参数，本质上就是它在训练过程中学习到的所有权重（weights）和偏置（biases）的总和。

src/content/notes/ai-infra/overview.md

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 title: 'AI Infra 概览'
 date: '2026-05-19'
 tags: ['AI Infra']
-draft: true
+draft: false
 ---
 [Scaling Laws for Neural Language Models](/notes/ai-infra/scaling-laws/)
 

src/content/notes/ai-infra/scaling-laws.md

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+---
 title: 'Scaling Laws for Neural Language Models'
 date: '2026-05-19'
 tags: ['论文精读', 'AI Infra']
-draft: true
+draft: false
 ---
 交叉熵损失量化了模型预测与真实标签之间的差异
 

src/content/notes/cs336/assignment-1.md

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+---
 title: 'Assignment 1'
 date: '2026-07-23'
 tags: ['CS336']
-draft: true
+draft: false
 ---
 整个作业的任务可以大致分成四个阶段
 

src/content/notes/cs336/git.md

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+---
 title: 'Git 常用操作'
 date: '2026-07-25'
 tags: ['工具']
-draft: true
+draft: false
 ---
 如何把自己的代码上传到给github上
 

src/content/notes/cs336/python-basics.md

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+---
 title: 'Python 基础'
 date: '2026-07-25'
 tags: ['Python', 'CS336']
-draft: true
+draft: false
 ---
 ## 函数
 

src/content/notes/cs336/uv.md

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+---
 title: 'uv 包管理器'
 date: '2026-07-25'
 tags: ['工具', 'Python']
-draft: true
+draft: false
 ---
 uv等价于
 

src/content/notes/deep-learning/computer-vision.md

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+---
 title: '计算机视觉'
 date: '2026-07-14'
 tags: ['深度学习', '李沐课程', 'CV']
-draft: true
+draft: false
 ---
 ## 数据增广
 

src/content/notes/deep-learning/convolutional-neural-network.md

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+---
 title: '卷积神经网络'
 date: '2026-07-13'
 tags: ['深度学习', '李沐课程']
-draft: true
+draft: false
 ---
 ## 背景
 

src/content/notes/deep-learning/dropout.md

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+---
 title: 'Dropout'
 date: '2026-07-08'
 tags: ['深度学习', '李沐课程']
-draft: true
+draft: false
 ---
 ![image.png](./dropout/image.png)