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docs: delete 4.6&SRT介绍&fun-rec

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refactor: rename index 4.5-4.11
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2024-02-20 23:01:23 +08:00
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@@ -312,250 +312,14 @@ export function chapter4() {
]
},
{ text: '4.4FAQ：常见问题', link: '/4.人工智能/4.4FAQ：常见问题' },
{
text: '4.6深度学习',
collapsed: true,
items: [
{ text: '4.6深度学习', link: '/4.人工智能/4.6深度学习' },
{ text: '4.6.1工欲善其事，必先利其器', link: '/4.人工智能/4.6.1工欲善其事，必先利其器' },
{ text: '4.6.2你可能会需要的术语介绍', link: '/4.人工智能/4.6.2你可能会需要的术语介绍' },
{ text: '4.6.3深度学习快速入门', link: '/4.人工智能/4.6.3深度学习快速入门' },
{ text: '4.6.4Pytorch安装', link: '/4.人工智能/4.6.4Pytorch安装' },
{
text: '4.6.5计算机视觉（CV）',
collapsed: true,
items: [
{ text: '4.6.5计算机视觉（CV）', link: '/4.人工智能/4.6.5计算机视觉（CV）' },
{ text: '4.6.5.1CV领域任务(研究目标)', link: '/4.人工智能/4.6.5.1CV领域任务(研究目标)' },
{
text: '4.6.5.2CV中的数据预处理（torchvision）',
collapsed: true,
items: [
{ text: '4.6.5.2CV中的数据预处理（torchvision）', link: '/4.人工智能/4.6.5.2CV中的数据预处理（torchvision）' },
{ text: '4.6.5.2.1数据读取', link: '/4.人工智能/4.6.5.2.1数据读取' },
{ text: '4.6.5.2.2数据增强', link: '/4.人工智能/4.6.5.2.2数据增强' },
]
},
{
text: '4.6.5.3CV中的经典网络',
collapsed: true,
items: [
{ text: '4.6.5.3CV中的经典网络', link: '/4.人工智能/4.6.5.3CV中的经典网络' },
{ text: '4.6.5.3.1AlexNet', link: '/4.人工智能/4.6.5.3.1AlexNet' },
{ text: '4.6.5.3.2FCN', link: '/4.人工智能/4.6.5.3.2FCN' },
{ text: '4.6.5.3.3ResNet', link: '/4.人工智能/4.6.5.3.3ResNet' },
{ text: '4.6.5.3.4UNet', link: '/4.人工智能/4.6.5.3.4UNet' },
{ text: '4.6.5.3.5GAN', link: '/4.人工智能/4.6.5.3.5GAN' },
{ text: '4.6.5.3.6思考题参考', link: '/4.人工智能/4.6.5.3.6思考题参考' },
{ text: '4.6.5.3.7还要学更多？', link: '/4.人工智能/4.6.5.3.7还要学更多？' },
]
},
{
text: '4.6.5.4神经辐射场(NeRF)',
collapsed: true,
items: [
{ text: '4.6.5.4神经辐射场(NeRF)', link: '/4.人工智能/4.6.5.4神经辐射场(NeRF)' },
{ text: '4.6.5.4.1NeRF', link: '/4.人工智能/4.6.5.4.1NeRF' },
{ text: '4.6.5.4.2NeRF的改进方向', link: '/4.人工智能/4.6.5.4.2NeRF的改进方向' },
{ text: '4.6.5.4.3自制数据集的工具COLMAP', link: '/4.人工智能/4.6.5.4.3自制数据集的工具COLMAP' },
]
},
{
text: '4.6.5.5行人重识别(ReID)',
collapsed: true,
items: [
{ text: '4.6.5.5行人重识别(ReID)', link: '/4.人工智能/4.6.5.5行人重识别(ReID)' },
]
},
]
},
{
text: '4.6.6自然语言处理（NLP）',
collapsed: true,
items: [
{ text: '4.6.6自然语言处理（NLP）', link: '/4.人工智能/4.6.6自然语言处理（NLP）' },
{ text: '4.6.6.1NLP领域任务（研究目标）', link: '/4.人工智能/4.6.6.1NLP领域任务（研究目标）' },
{
text: '4.6.6.2推荐系统',
collapsed: true,
items: [
{ text: '4.6.6.2推荐系统', link: '/4.人工智能/4.6.6.2推荐系统' },
{ text: '4.6.6.2.1推荐系统经典模型综述', link: '/4.人工智能/4.6.6.2.1推荐系统经典模型综述' },
{
text: '4.6.6.2.2基于数据的角度，看待推荐系统的构造',
collapsed: true,
items: [
{ text: '4.6.6.2.2基于数据的角度，看待推荐系统的构造', link: '/4.人工智能/4.6.6.2.2基于数据的角度，看待推荐系统的构造' },
{ text: '4.6.6.2.2.1《推荐系统实践》读后的一些想法', link: '/4.人工智能/4.6.6.2.2.1《推荐系统实践》读后的一些想法' },
{ text: '4.6.6.2.2.2推荐系统概念解释 and 一个好的推荐系统', link: '/4.人工智能/4.6.6.2.2.2推荐系统概念解释 and 一个好的推荐系统' },
{ text: '4.6.6.2.2.3推荐系统实例', link: '/4.人工智能/4.6.6.2.2.3推荐系统实例' },
{ text: '4.6.6.2.2.4利用用户行为数据', link: '/4.人工智能/4.6.6.2.2.4利用用户行为数据' },
{ text: '4.6.6.2.2.5推荐系统冷启动', link: '/4.人工智能/4.6.6.2.2.5推荐系统冷启动' },
{ text: '4.6.6.2.2.6利用标签信息', link: '/4.人工智能/4.6.6.2.2.6利用标签信息' },
{ text: '4.6.6.2.2.7利用上下文信息', link: '/4.人工智能/4.6.6.2.2.7利用上下文信息' },
]
},
{ text: '4.6.6.2.3序列化推荐', link: '/4.人工智能/4.6.6.2.3序列化推荐' },
]
},
{ text: '4.6.6.3知识图谱', link: '/4.人工智能/4.6.6.3知识图谱' },
]
},
{
text: '4.6.7Transformer',
collapsed: true,
items: [
{ text: '4.6.7Transformer', link: '/4.人工智能/4.6.7Transformer' },
{ text: '4.6.7.1VIT', link: '/4.人工智能/4.6.7.1VIT' },
{ text: '4.6.7.2BERT', link: '/4.人工智能/4.6.7.2BERT' },
{ text: '4.6.7.3MAE', link: '/4.人工智能/4.6.7.3MAE' },
]
},
{
text: '4.6.8对比学习',
collapsed: true,
items: [
{ text: '4.6.8对比学习', link: '/4.人工智能/4.6.8对比学习' },
{ text: '4.6.8.1前言', link: '/4.人工智能/4.6.8.1前言' },
{ text: '4.6.8.2Inst Disc', link: '/4.人工智能/4.6.8.2Inst Disc' },
{ text: '4.6.8.3定义正负样本的方式', link: '/4.人工智能/4.6.8.3定义正负样本的方式' },
{ text: '4.6.8.4MoCo', link: '/4.人工智能/4.6.8.4MoCo' },
{ text: '4.6.8.5SimCLR', link: '/4.人工智能/4.6.8.5SimCLR' },
{ text: '4.6.8.6SwAV', link: '/4.人工智能/4.6.8.6SwAV' },
{ text: '4.6.8.7BYOL', link: '/4.人工智能/4.6.8.7BYOL' },
{ text: '4.6.8.8SimSiam', link: '/4.人工智能/4.6.8.8SimSiam' },
{ text: '4.6.8.9MoCo v3', link: '/4.人工智能/4.6.8.9MoCo v3' },
{ text: '4.6.8.10总结', link: '/4.人工智能/4.6.8.10总结' },
]
},
{
text: '4.6.9深度强化学习',
collapsed: true,
items: [
{ text: '4.6.9深度强化学习', link: '/4.人工智能/4.6.9深度强化学习' },
{ text: '4.6.9.1前言', link: '/4.人工智能/4.6.9.1前言' },
{ text: '4.6.9.2基础资料推荐', link: '/4.人工智能/4.6.9.2基础资料推荐' },
{ text: '4.6.9.3基本概念介绍', link: '/4.人工智能/4.6.9.3基本概念介绍' },
]
}
]
},
{ text: '4.7图网络略述（intro&GCN）', link: '/4.人工智能/4.7图网络略述（intro&GCN）' },
{ text: '4.8数据分析', link: '/4.人工智能/4.8数据分析' },
{ text: '4.9如何做研究', link: '/4.人工智能/4.9如何做研究' },
{ text: '4.10科研论文写作', link: '/4.人工智能/4.10科研论文写作' },
{ text: '4.11从 AI 到 智能系统 —— 从 LLMs 到 Agents', link: '/4.人工智能/4.11从 AI 到 智能系统 —— 从 LLMs 到 Agents' },
{ text: '4.12LLM Agent之结构化输出', link: '/4.人工智能/4.12LLMAgent之结构化输出' },
{ text: '4.13本章节内容的局限性', link: '/4.人工智能/4.13本章节内容的局限性' },
{ text: 'SRT社团介绍', link: '/4.人工智能/SRT' },
{
text: 'FunRec',
collapsed: true,
items: [
{ text: 'FunRec概述', link: '/4.人工智能/FunRec概述' },
{
text: '推荐系统概述',
collapsed: true,
items: [
{ text: '推荐系统的意义', link: '/4.人工智能/ch01/ch1.1.md' },
{ text: '推荐系统架构', link: '/4.人工智能/ch01/ch1.2.md' },
{ text: '推荐系统技术栈', link: '/4.人工智能/ch01/ch1.3.md' },
]
},
{
text: '推荐系统算法基础',
collapsed: true,
items: [
{
text: '经典召回模型',
collapsed: true,
items: [
{
text: '基于协同过滤的召回', collapsed: true, items: [
{ text: 'UserCF', link: '/4.人工智能/ch02/ch2.1/ch2.1.1/usercf.md' },
{ text: 'ItemCF', link: '/4.人工智能/ch02/ch2.1/ch2.1.1/itemcf.md' },
{ text: 'Swing', link: '/4.人工智能/ch02/ch2.1/ch2.1.1/Swing.md' },
{ text: '矩阵分解', link: '/4.人工智能/ch02/ch2.1/ch2.1.1/mf.md' },
]
},
{ text: 'FM召回', link: '/4.人工智能/ch02/ch2.1/ch2.1.2/FM.md' },
{
text: 'item2vec召回系列', collapsed: true, items: [
{ text: 'word2vec原理', link: '/4.人工智能/ch02/ch2.1/ch2.1.2/word2vec.md' },
{ text: 'item2vec召回', link: '/4.人工智能/ch02/ch2.1/ch2.1.2/item2vec.md' },
{ text: 'Airbnb召回', link: '/4.人工智能/ch02/ch2.1/ch2.1.2/Airbnb.md' },
]
},
{ text: 'YoutubeDNN召回', link: '/4.人工智能/ch02/ch2.1/ch2.1.2/YoutubeDNN.md' },
{
text: '双塔召回', collapsed: true, items: [
{ text: '经典双塔', link: '/4.人工智能/ch02/ch2.1/ch2.1.2/DSSM.md' },
{ text: 'Youtube双塔', link: '/4.人工智能/ch02/ch2.1/ch2.1.2/YoutubeTwoTower.md' },
]
},
{
text: '图召回', collapsed: true, items: [
{ text: 'EGES', link: '/4.人工智能/ch02/ch2.1/ch2.1.3/EGES.md' },
{ text: 'PinSAGE', link: '/4.人工智能/ch02/ch2.1/ch2.1.3/PinSage.md' },
]
},
{
text: '序列召回', collapsed: true, items: [
{ text: 'MIND', link: '/4.人工智能/ch02/ch2.1/ch2.1.4/MIND.md' },
{ text: 'SDM', link: '/4.人工智能/ch02/ch2.1/ch2.1.4/SDM.md' },
]
},
{
text: '树模型召回', collapsed: true, items: [
{ text: 'TDM', link: '/4.人工智能/ch02/ch2.1/ch2.1.5/TDM.md' },
]
}
]
},
{
text: '经典排序模型',
collapsed: true,
items: [
{ text: 'GBDT+LR', link: '/4.人工智能/ch02/ch2.2/ch2.2.1.md' },
{
text: '特征交叉', collapsed: true, items: [
{ text: 'FM', link: '/4.人工智能/ch02/ch2.2/ch2.2.2/FM.md' },
{ text: 'PNN', link: '/4.人工智能/ch02/ch2.2/ch2.2.2/PNN.md' },
{ text: 'DCN', link: '/4.人工智能/ch02/ch2.2/ch2.2.2/DCN.md' },
{ text: 'AutoInt', link: '/4.人工智能/ch02/ch2.2/ch2.2.2/AutoInt.md' },
{ text: 'FiBiNET', link: '/4.人工智能/ch02/ch2.2/ch2.2.2/FiBiNet.md' },
]
},
{
text: 'WideNDeep系列', collapsed: true, items: [
{ text: 'Wide&Deep', link: '/4.人工智能/ch02/ch2.2/ch2.2.3/WideNDeep.md' },
{ text: 'NFM', link: '/4.人工智能/ch02/ch2.2/ch2.2.3/NFM.md' },
{ text: 'AFM', link: '/4.人工智能/ch02/ch2.2/ch2.2.3/AFM.md' },
{ text: 'DeepFM', link: '/4.人工智能/ch02/ch2.2/ch2.2.3/DeepFM.md' },
{ text: 'xDeepFM', link: '/4.人工智能/ch02/ch2.2/ch2.2.3/xDeepFM.md' },
]
},
{
text: '序列模型', collapsed: true, items: [
{ text: 'DIN', link: '/4.人工智能/ch02/ch2.2/ch2.2.4/DIN.md' },
{ text: 'DIEN', link: '/4.人工智能/ch02/ch2.2/ch2.2.4/DIEN.md' },
{ text: 'DSIN', link: '/4.人工智能/ch02/ch2.2/ch2.2.4/DSIN.md' },
]
},
{
text: '多任务学习', collapsed: true, items: [
{ text: '多任务学习概述', link: '/4.人工智能/ch02/ch2.2/ch2.2.5/2.2.5.0.md' },
{ text: 'ESMM', link: '/4.人工智能/ch02/ch2.2/ch2.2.5/ESMM.md' },
{ text: 'MMOE', link: '/4.人工智能/ch02/ch2.2/ch2.2.5/MMOE.md' },
{ text: 'PLE', link: '/4.人工智能/ch02/ch2.2/ch2.2.5/PLE.md' },
]
}
]
}
]
}
]
}
{ text: '4.5图网络略述（intro&GCN）', link: '/4.人工智能/4.5图网络略述（intro&GCN）' },
{ text: '4.6数据分析', link: '/4.人工智能/4.6数据分析' },
{ text: '4.7如何做研究', link: '/4.人工智能/4.7如何做研究' },
{ text: '4.8科研论文写作', link: '/4.人工智能/4.8科研论文写作' },
{ text: '4.9从 AI 到 智能系统 —— 从 LLMs 到 Agents', link: '/4.人工智能/4.9从 AI 到 智能系统 —— 从 LLMs 到 Agents' },
{ text: '4.10LLM Agent之结构化输出', link: '/4.人工智能/4.10LLMAgent之结构化输出' },
{ text: '4.11本章节内容的局限性', link: '/4.人工智能/4.11本章节内容的局限性' },
]
},
]