AI prompts
base on 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning # nndl.github.io
网站： https://nndl.github.io
2020-03-31更新说明：
1. 修改了部分描述：第 7章 前言、7.1.3 神经网络优化的改善方法 、5.1.1 卷积的定义
2. 调整了部分习题：去掉原3-3；增加5-1、14-1 、14-7
3. 调整了大部分图表的大小，节省空间
2020-03-21更新说明：
1. 修改大量语法问题
2. 调整版心大小
2020-03-19更新说明：
1. 修改部分描述 7.4 数据预处理、7.5 逐层归一化
2020-02-11更新说明：
1. 完善了 7.1.1 网络优化的难点
2. 重写了 7.3 参数初始化
3. 完善了 A.2.4 特征值与特征向量、A.2.5 矩阵分解
2020-01-03更新说明：
1. 修改typos
2019-12-30更新说明：
1. 修改typos
2. 修改第2章 感知器一节
3. 部分统一了配图的颜色
2019-12-27更新说明：
1. 规范了全书的符号定义
2. 将英文、数学字体更换为STIX字体
3. 将中文字体更换为思源宋体
4. 将印刷版和iPad统一为相同版心大小，以后只发布一个版本
5. 修改typos
2019-12-18 更新说明：
1. 修改typos
2019-12-16 更新说明：
1. 第13章 深度生成模型 调整了介绍、13.1 概率生成模型、13.2.4 模型汇总、13.2.5 再参数化
2. 修改typos
2019-11-21更新说明：
1. 修改typos
2019-10-26更新说明：
1. 修改typos
2019-10-25更新说明：
1. 修改typos
2019-10-07更新说明：
1. 数学基础 调整微积分一节，增加了泰勒公式，积分的介绍
2. 数学基础 增加熵编码一节
3. 概率图模型 调整“学习”和“推断”两节的次序
4. 概率图模型 增加“变分推断“的简单介绍
2019-09-29更新说明：
1. 更新向量符号：将所有粗体英文字母改为粗斜体
2. 调整绪论的小节顺序
3. 修改issue中的部分错误
4. 统一更改了参考文献格式
5. 增加了吴立德老师序", Assign "at most 3 tags" to the expected json: {"id":"13004","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"