diff --git a/.gitattributes b/.gitattributes
new file mode 100644
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--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1 @@
+* linguist-language=Python
diff --git a/README.md b/README.md
index 8c6712d..94454f2 100644
--- a/README.md
+++ b/README.md
@@ -1,32 +1,88 @@
-这里是学习 Python 的乐园，涉及 Python 基础、数据结构、网络爬虫、机器学习、深度学习、面试经验，我会逐渐完善它，持续输出！
+这里是学习 Python 的乐园，**保姆级教程**：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、Python基础、网络爬虫、大厂面经、程序人生、资源分享。**我会逐渐完善它，持续输出中！**
原创文章每周最少两篇，**后续最新文章**会在[【公众号】](https://cuijiahua.com/wp-content/uploads/2020/05/gzh-w.jpg)首发，视频[【B站】](https://space.bilibili.com/331507846)首发，大家可以加我[【微信】](https://cuijiahua.com/wp-content/uploads/2020/05/gzh-w.jpg)进**交流群**，技术交流或提意见都可以，欢迎**Star**！
+
+
+[【思维导图】](#思维导图)见文末~
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+ 
# 目录（善用Ctrl+F）
-注：文章正在逐渐完善，持续更新中，敬请期待！
* 学习路线
- * [我是如何成为算法工程师的，超详细的学习路线](https://mp.weixin.qq.com/s/xUaFSdIMRI11agwwUUK2oA)
- * [别再折腾开发环境了，一劳永逸的搭建方法](https://mp.weixin.qq.com/s/ghKGVutz9RQ4fMGJDHWtww)
+ * [我是如何成为算法工程师的，超详细的学习路线](https://cuijiahua.com/blog/2020/10/life-73.html)
+ * [B站优质视频资源推荐，起飞！](https://mp.weixin.qq.com/s/iL9XzJWsCt0s2VEiya_ycA)
+ * [聊聊自学，我私藏的学习网站和工具](https://mp.weixin.qq.com/s/pW5tOPjdRSdln5PuKnqK3A)
+ * [看书vs视频，我的一点小建议，共勉！](https://mp.weixin.qq.com/s/CpJjI2GnhF5fES8tY_4npA)
+ * [给大学弟妹们的，亿点建议！](https://mp.weixin.qq.com/s/9cIv-3iZJex3jmCIT8QKPg)
* 视频
+ * [王炸！AI声音克隆+Sora开源平替一键启动，全网最简单！](https://www.bilibili.com/video/BV1WC411W79t)
+ * [AI越来越“变态”了，本地部署才是王道！](https://www.bilibili.com/video/BV1LW4y1c7TP)
+ * [AI声音克隆又进化了，1分钟训练模型，一键启动包发布！](https://www.bilibili.com/video/BV1dV411D7Pp/)
+ * [AI声音克隆又进化了，10分钟学会声音克隆！一键启动包发布！](https://www.bilibili.com/video/BV1K94y1k7Bw/)
+ * [AI写“鲁迅体“2023全国高考作文](https://www.bilibili.com/video/BV1Xu4y1Z7UU/)
+ * [AI"鲁迅"，入驻B站啦！](https://www.bilibili.com/video/BV1uu411s7Tn)
+ * [【AI唱歌】再次进化！6分钟学会用AI唱歌，杀疯了！](https://www.bilibili.com/video/BV1wv4y1J7pR)
+ * [AI声音克隆](https://www.bilibili.com/video/BV1x24y147yq)
+ * [【AI绘画】AI又进化了，革命性突破](https://www.bilibili.com/video/BV1X24y1n77u)
+ * [太猛了！AI这波杀疯了，原来还能这么聊天！](https://www.bilibili.com/video/BV1yP4y1Q7PH)
+ * [AI大胆预测世界杯冠军，用了100年的数据？](https://www.bilibili.com/video/BV1324y117jq)
+ * [AI作画保姆级教程来了！逆天，太强了！](https://www.bilibili.com/video/BV1q84y1i78L/)
+ * [99%的人都不知道照片隐藏的惊天秘密，实在是太优雅了！](https://www.bilibili.com/video/BV1XV4y1p7nS)
+ * [学了十年代码，写的真人AI体感游戏](https://www.bilibili.com/video/BV1F3411G7Pt)
+ * [只有想不到，没有做不到的超强AI！](https://www.bilibili.com/video/BV1mv4y1N72d/)
+ * [耗时三个月做了一个元宇宙，惨被割韭菜？](https://www.bilibili.com/video/BV16L411A7n2)
+ * [AI 再出妙招，大眼萌娃在线循环！](https://www.bilibili.com/video/BV1RL411F7WP)
+ * [2022年保姆级AI算法教程，开发环境搭建一条龙](https://www.bilibili.com/video/BV14R4y1g7qs)
+ * [AI杀疯了！2021年高能的AI算法，超乎想象！](https://www.bilibili.com/video/BV1RF411B7hT)
+ * [一名大厂程序员的成长之路，我的九年时光！](https://www.bilibili.com/video/BV1Zr4y1y7f9)
+ * [Python学习路线一条龙，保姆级教程，自学编程不迷茫！](https://www.bilibili.com/video/BV1Xf4y1j7Np)
+ * [十分钟骗走五万五千元！AI声音模仿有多逼真？5秒钟克隆你的语音！](https://www.bilibili.com/video/BV16b4y1a7Dq)
* [程序员必备的8个学习网站，再也不用交智商税了](https://www.bilibili.com/video/BV1oC4y147S2)
* [计算机应届毕业生薪资有多高？算法工程师面试贴心指南](https://www.bilibili.com/video/BV1DZ4y1T7oq)
* [AI人工智能技术还原康乾盛世三代皇帝样貌，竟然有点帅！](https://www.bilibili.com/video/BV1pV411S7ke)
* [AI复活明朝历代皇帝，来一场穿越时空的对话！](https://www.bilibili.com/video/BV1B54y1R7nD)
-* 算法面经
- * [秋招在即，你准备好了吗？](https://mp.weixin.qq.com/s/tSnqXI2h_R5Ag34T0h-zZg)
- * [春招视觉算法实习面经](https://cuijiahua.com/blog/2019/11/life-52.html)
- * [成功上岸阿里，深度学习知识考点总结](https://mp.weixin.qq.com/s/5LbcPsffKr_1qCEWlTrgRQ)
- * 更新中...
+ * [AI还原乾隆后妃样貌，延禧攻略众生相。](https://www.bilibili.com/video/BV1h54y1z7Ds)
+ * [6分钟带你回顾2020年高能的AI算法](https://www.bilibili.com/video/BV1kf4y1C7LR)
+ * [保姆级人工智能学习路线，谁都能玩的AI算法！](https://www.bilibili.com/video/BV1Ry4y1h7Kd)
+ * [自学编程，那些让你事半功倍的学习方法！](https://www.bilibili.com/video/BV1sq4y1J766)
+ * [Python学习指南：学习方法、路径图、资料都备齐了！](https://www.bilibili.com/video/BV1Sh411a76E)
+ * [8分钟带你入门人工智能，互联网大厂都在用的高能AI算法](https://www.bilibili.com/video/BV1mM4y157ht)
+ * [【深度解析】多款AI游戏外挂，战斗力爆表，蚌埠住了！](https://www.bilibili.com/video/BV1aA411A7J9)
+ * [真·躺着赚钱？写代码全自动炒股，五万元，半年后能赚多少？](https://www.bilibili.com/video/BV1Z44y1874X)
+ * [旧手机变外挂，这回全B站的漂亮小姐姐，都在我这里了！](https://www.bilibili.com/video/BV1ZW4y1Y7Rq/)
+* 数据结构与算法基础
+ * [程序员内功：八大排序算法](https://cuijiahua.com/blog/2018/01/alogrithm_9.html)
+ * [算法基础：BFS和DFS的直观解释](https://cuijiahua.com/blog/2018/01/alogrithm_10.html)
+ * [剑指Offer系列刷题笔记汇总](https://cuijiahua.com/blog/2018/02/basis_67.html)
+ * [我收藏的谷歌和阿里大佬的刷题笔记](https://mp.weixin.qq.com/s/PZQfV0fh4E-qQv9Ox7EG4Q)
+* AI 基础
+ * [保姆级GPU白嫖攻略](https://mp.weixin.qq.com/s/zYU3RY6dgH4pCWyW-WCRwQ)
+ * [「修炼开始」一文带你入门深度学习](https://mp.weixin.qq.com/s/ABvmPbFU9XfkOWj42Tv9jQ)
+ * [保姆级教程：硬核图解Transformer](https://mp.weixin.qq.com/s/jx-2Ai2YKbwODW6uJaF3hQ)
+ * [Pytorch小抄宝典！](https://mp.weixin.qq.com/s/Bzt40iJRcKIHqeiQZ733uQ)
+ * [万字长文，Pytorch60分钟闪电战](https://mp.weixin.qq.com/s/JzdaZuxX_Xga_iMef79g-g)
+ * [嘿，来聚个类！](https://mp.weixin.qq.com/s/oxB5icj8KOfFja8XTHf7jg)
+ * [硬核图解，再填猛将：YOLO详解](https://mp.weixin.qq.com/s/Mhsz9SwjquS7gzvLUNm8pQ)
+ * [我的，小金库！](https://mp.weixin.qq.com/s/ATDotohELBhpOVORW54_PQ)
+ * [对不起，我不是一个优雅的人！](https://mp.weixin.qq.com/s/_YAhKmOLncF7hAatmBqAuQ)
* AI 实验室
* [百变人脸，趣味容颜，ALAE 人脸玩出新高度！](https://mp.weixin.qq.com/s/9C8OY7bchZNfqUCFSFuhjQ)
* [你的红色高跟鞋，AI 换脸技术初体验](https://mp.weixin.qq.com/s/5kIN2Da-Bw-furkG-_N9nA)
@@ -39,7 +95,237 @@
* [无限想象空间，用Python就能玩的3D人体姿态估计](https://mp.weixin.qq.com/s/efqdGCLni1P1UBDZmXDvSA)
* [AI 隐身术，能让物体在视频中消失的魔法。](https://mp.weixin.qq.com/s/2ce_joHpAannpwfP8l-YkA)
* [偷天换日，逼真的天空置换算法](https://mp.weixin.qq.com/s/bUVvafODJfqDHXWXhDxVhA)
- * 更新ing...
+ * [手残党抠图有救了！](https://mp.weixin.qq.com/s/UFdj4Utyoa6rySYy1qVl8Q)
+ * [为艺术而生的惊艳算法](https://mp.weixin.qq.com/s/BnuNQYk4AXbyQpZFwu02qg)
+ * [「完美复刻」的人物肖像画生成](https://mp.weixin.qq.com/s/FoFgkCxMhwxjGieCe8Rg2A)
+ * [带你「周游世界」的 MODNet 算法](https://mp.weixin.qq.com/s/kkM75PH-0Dtw4xCdgmTQdg)
+ * [川普的退休生活，AI 宅舞很专业。](https://mp.weixin.qq.com/s/p5dPfSOOVWsEor6X-hBSkA)
+ * [用自己训练的AI玩王者荣耀是什么体验？](https://mp.weixin.qq.com/s/mj8PG-wRqSbEIR38fongHA)
+ * [人脸编辑再得一分，牛逼！](https://mp.weixin.qq.com/s/KA7ZsxDSHGoItTdFcdx87Q)
+ * [二次元的正确打开方式](https://mp.weixin.qq.com/s/dsI4wyRddYzmZoZrg1oV6w)
+ * [用AI玩55款经典游戏是什么体验？](https://mp.weixin.qq.com/s/Hu2WYXQqMg1BGDUmm2PvIw)
+ * [让猛男娇羞的AI算法](https://mp.weixin.qq.com/s/UJltI0jOTyN0Ofn_Uy1J_g)
+ * [你说，我画，AI工具人石锤](https://mp.weixin.qq.com/s/4LNAwEoGjH8YYbp2w8Z9Rg)
+ * [AI一键去纹身，还原明星「庐山真面目」](https://mp.weixin.qq.com/s/MRqHGSN9hfyGSs7idIe69g)
+ * [火了？](https://mp.weixin.qq.com/s/u-j-7VnK175LThOfgY3zvQ)
+ * [AI算法，整新活！](https://mp.weixin.qq.com/s/AZBifUHLSDLWBZGF3QMqPw)
+ * [我有一个很大胆的想法！](https://mp.weixin.qq.com/s/8cWD3HdtKqZfocvEm3v-8g)
+ * [好家伙，又火几个。。](https://mp.weixin.qq.com/s/zs92ccv6wMyJQrcw4pvPaw)
+ * [危！我用python克隆了女朋友的声音！](https://mp.weixin.qq.com/s/k7WwqzvFvUB6iOX-uZyRvw)
+ * [AI全自动钓鱼，原神游戏沦陷！（硬核开源）](https://mp.weixin.qq.com/s/zA1jnCS6o1UNPum_FoUQlg)
+ * [LSP，强得离谱！](https://mp.weixin.qq.com/s/tyqHh3ywLcxiqT1e1rTFyg)
+ * [我家小孩，长这样？](https://mp.weixin.qq.com/s/zZ4x3tHjsHeWXIr0FMPCKw)
+ * [这两个练手项目，我王多鱼投了！](https://mp.weixin.qq.com/s/eRm07pZIIuVz0rrt7-m4IQ)
+ * [这个项目，我能玩一年！](https://mp.weixin.qq.com/s/t3qOKkErm8ZbmKDOhHqCOA)
+ * [女娲算法，杀疯了！](https://mp.weixin.qq.com/s/4bbStKhARWC-iCP2MHcJFw)
+ * [AI杀疯了！](https://mp.weixin.qq.com/s/hj2nvkmAzdL3GAmfAm9cFw)
+ * [这脸啊，我算是玩明白了！](https://mp.weixin.qq.com/s/gHBwDhtNLQVpslKRJN6Hag)
+ * [又整新活，AI 杀麻了！](https://mp.weixin.qq.com/s/sWZ_0_IpqTOa3XZ2vdJ00A)
+ * [马赛克，克星，真来了！](https://mp.weixin.qq.com/s/VfOQ-afdzQtGZtfrSLG40A)
+ * [阿 B，真会玩！](https://mp.weixin.qq.com/s/9XTNVxv176CNG8GAhxQAhQ)
+ * [这几个项目，我看傻了！](https://mp.weixin.qq.com/s/DKZD-gdtALswlhtVkwRwfQ)
+ * [健身环爆打老头环，超高难度，已开源！](https://mp.weixin.qq.com/s/s5HVsFd_8Jt2x5aeVwjNbg)
+ * [为艺术而生的超强算法，老霸道了！](https://mp.weixin.qq.com/s/0lv-V8mF3Zj8M3kuVIKHOQ)
+ * [浙大小姐姐，真有你的！](https://mp.weixin.qq.com/s/Ap_8seNOReNH3gqEQnwBxw)
+ * [该死，这糟糕的心动感](https://mp.weixin.qq.com/s/nYiJA3LPjsvLcdm7P3vAZA)
+ * [只有想不到，没有做不到的超强AI！](https://mp.weixin.qq.com/s/fSqn-70X6a9rb4gZJHy7wA)
+ * [我与身旁的美女，格格不入，我决定...](https://mp.weixin.qq.com/s/Rr_Izy5zYN0Al7De_7HWLA)
+ * [该死，我又心动了，这都能行](https://mp.weixin.qq.com/s/kLEvmDPLiW0BWSZS4eSvdw)
+ * [嘘，差点被警察带走](https://mp.weixin.qq.com/s/tB1SaZ-WYmpWbp7OSEv9lg)
+ * [小姐姐终于开口了！AI杀疯了！](https://mp.weixin.qq.com/s/xYVAtLLuLswJ5AJ5YLeOXw)
+ * [小姐姐，哎呦，你干嘛～](https://mp.weixin.qq.com/s/yzvdyU2K-0pZ1rAB6OYggg)
+ * [炸锅了，背景太假，AI通杀！](https://mp.weixin.qq.com/s/q6m3alPVuLSiEfvZuU4dVQ)
+ * [竟有这种好东西，那我可不困了！](https://mp.weixin.qq.com/s/LV4iExHxWeD0jGOQPB9gfA)
+ * [我用旧手机，做了一个刷小姐姐的外挂！](https://mp.weixin.qq.com/s/ct3WzKb56sf6S68NvExV-g)
+ * [巧了，这几个项目，我王多鱼投了！](https://mp.weixin.qq.com/s/KFpytZ2ERp4xdO9OSEDxbg)
+ * [该死，这糟糕的心动感，梅开二度](https://mp.weixin.qq.com/s/7aalnAeKoH0dd1z2c4aWfA)
+ * [凌晨4点被家人们送上热搜。。。](https://mp.weixin.qq.com/s/zsgaUPp00hV8aII_TXigvQ)
+ * [上了B站热门，又被骂了！](https://mp.weixin.qq.com/s/LmXWBeKLo2Q3K3nMQ268sA)
+ * [趣味AI项目又来了](https://mp.weixin.qq.com/s/qjAACD6rXM96NNDCnGxa5A)
+ * [该死，这糟糕的心动感，梅开三度](https://mp.weixin.qq.com/s/52tu7mrUaZuvw-YxBWcKAA)
+ * [InstructPix2Pix，玩疯了](https://mp.weixin.qq.com/s/AYtMrkzAhbMFO4CEpf3kZw)
+ * [又整新活，Rome](https://mp.weixin.qq.com/s/Sp30Gg-EjqUQXExjwaEinA)
+ * [Alas、mm-cot、Ambient](https://mp.weixin.qq.com/s/P3qNGJrEcjwQG-Bri-I0Qw)
+ * [AI又进化了，突破性革命来了！](https://mp.weixin.qq.com/s/BwGvdmbuq561mS0MMS0wGA)
+ * [AI声音克隆又进化了](https://mp.weixin.qq.com/s/xRnODTE4oUwAhNrTYZLHDw)
+ * [4个令人惊艳的ChatGPT项目，开源了！AIGC也太猛了...](https://mp.weixin.qq.com/s/GzpedT2vvOJ0Mb0QhrPScw)
+ * [开箱即用，5个令人惊艳的AI项目，开源了！](https://mp.weixin.qq.com/s/ILFav2Hk8l7fmTzHVGBbqw)
+ * [炸裂，AI 打造了一个西部世界！](https://mp.weixin.qq.com/s/pAYaSk78UcyE1-GZiuX0lA)
+ * [MiniGPT4，开源了！](https://mp.weixin.qq.com/s/Ut2vzx1ksbYUpXcRd27TXg)
+ * [新项目又火了，已开源！gpt4免费了...](https://mp.weixin.qq.com/s/f6Sxc1ZYWguYkiFV3atI3g)
+ * [OpenAI又一新项目，火了！已开源！](https://mp.weixin.qq.com/s/PI5S-rqS8TdomDCngqtbpw)
+ * [一个厉害的中医GPT，AI老中医开源了！](https://mp.weixin.qq.com/s/9O1pr7UZVRz9G9D8kMvwRw)
+ * [好家伙，这新项目太优秀了，快开源！](https://mp.weixin.qq.com/s/WnO2y9ZhhJgNycJ5Km868g)
+ * [法律方向也有GPT了！](https://mp.weixin.qq.com/s/AqCbfrNT7JYc8HR2aQmW-Q)
+ * [用AI生成的“鲁迅”](https://mp.weixin.qq.com/s/dtBYCS130ck8WXLB1cQ_ug)
+ * [AI进化太快，我要学不动了。。。](https://mp.weixin.qq.com/s/4R_0VQDvmSqwgsnfck_4kA)
+ * [AI进化太快了，新项目已开源！](https://mp.weixin.qq.com/s/XEW162N2fgyN5EKND5lzEg)
+ * [金融GPT来了](https://mp.weixin.qq.com/s/7nj2iW4zQX795FX0dl1CWw)
+ * [超越 GPT-4 的国产开源大模型来了！](https://mp.weixin.qq.com/s/4RUHcSvE3rTFJUNPmpwGag)
+ * [新项目爆火，GPT 开源了！](https://mp.weixin.qq.com/s/Ng7D-FAT8ODe5dhSjX_azA)
+ * [法律大模型 ChatLaw](https://mp.weixin.qq.com/s/Zfu4LXuB3YVsR3-jN3Fkrw)
+ * [警惕邪恶版 GPT！](https://mp.weixin.qq.com/s/PuG3T5UCL-7J_MhTLWSLeQ)
+ * [AI声音克隆又进化了，已开源！](https://mp.weixin.qq.com/s/xq0GEn5PsdXjTF2ZnbH89g)
+ * [955 神仙公司名单](https://mp.weixin.qq.com/s/EzlmnyXVHSu4uwUZ_nQYJw)
+ * [马斯克，才是老懂哥！](https://mp.weixin.qq.com/s/Jpl_R1I-oGMBw_tQ2Y-6Rg)
+ * [才14岁。。简直降维打击！](https://mp.weixin.qq.com/s/BR14Q8Aggy6euL3HljtgoQ)
+ * [美国又“出手”了！](https://mp.weixin.qq.com/s/L78k3E4nY8WpSYxffArsdA)
+ * [美国变卦，RTX 4090 囤早了...](https://mp.weixin.qq.com/s/pi87Nnn7Otr75faJS33o_w)
+ * [已经有企业开始抵制一年制的硕士了](https://mp.weixin.qq.com/s/f5dFank3E6iZvNubt3emjw)
+ * [连字节跳动都跳不动了！](https://mp.weixin.qq.com/s/sCeH4RlEX4NZ3WMtc5tdFQ)
+ * [一个令人惊艳的新项目，SVD开源了！](https://mp.weixin.qq.com/s/aLYy0a2ZQX3vFfyDBNagig)
+ * [马赛克，克星，真来了！v2.0](https://mp.weixin.qq.com/s/h23UC0f3xUH07VA2qQK85A)
+ * [阿里员工：本月收入489325元，开心过年](https://mp.weixin.qq.com/s/RhZ-Xkr3y0FYJPOKmyKWNA)
+ * [2个令人惊艳的开源项目，诞生了！](https://mp.weixin.qq.com/s/K1B2PI24iuLSmwrEVIJPDQ)
+ * [又火一个惊艳的AI项目，开源了！](https://mp.weixin.qq.com/s/6a3UxUJ-qsV64rnjG3BH3Q)
+ * [微信聊天记录导出的开源项目，火了！](https://mp.weixin.qq.com/s/HCNfS183p87hb3qv_-kufQ)
+ * [InstantID开源了](https://mp.weixin.qq.com/s/MyrTNNIZ39myQu3IP4uRsA)
+ * [Sora的第一波受害者出现了。](https://mp.weixin.qq.com/s/4WqNqROl3Rs9VHrDY8ZTcg)
+ * [又火一个惊艳的AI项目，开源了！](https://mp.weixin.qq.com/s/ookCSDtK3vo9NZ3YRnB3iQ)
+ * [中国永远不会倒闭的四个行业](https://mp.weixin.qq.com/s/dpejwoUu7eGZxPsGsXS4kw)
+ * [阿里的开源，这两天被喷惨了。。](https://mp.weixin.qq.com/s/gB4nQ9Ab5jbnk3RULI-2kQ)
+ * [离谱，北邮211本科不符合华为OD要求](https://mp.weixin.qq.com/s/yUJX4p2wdXMtG92HqsCp_Q)
+ * [最新955不加班的公司名单](https://mp.weixin.qq.com/s/WbHCagkvzh7yk5D7uq8gcg)
+ * [3个令人兴奋的AI项目，已开源！](https://mp.weixin.qq.com/s/aPNXaXLlTd5je3MifBsnvg)
+ * [4个令人兴奋的爆火AI项目，已开源！](https://mp.weixin.qq.com/s/_kXbZ0qsj_EJqADqli9H9g)
+ * [该死，这糟糕的心动感，AI杀疯了！ ](https://mp.weixin.qq.com/s/h7HK6z_oj8GySedBKLlyNA)
+ * [这是雷军的简历，落魄时卡里只有冰冷的40亿..](https://mp.weixin.qq.com/s/VT_FPohlBrTF4zANoDLlZg)
+ * [马赛克，克星，又火一个，已开源！](https://mp.weixin.qq.com/s/ChdXJ4Mw8tULdjVGPBjI3w)
+ * [4个令人惊艳的开源项目，诞生了！](https://mp.weixin.qq.com/s/MEcK0hh-axuYlU6njnbUJQ)
+ * [华为又招了一名天才少年。。。](https://mp.weixin.qq.com/s/rD3GpcsBH9o1mLAdrnqqNQ)
+ * [五一抢票难，Python抢票脚本，火了！](https://mp.weixin.qq.com/s/1s2K5RjTtoNvarepEkF5lg)
+ * [又火一个惊艳的AI项目，开源了！](https://mp.weixin.qq.com/s/byzyJwNK18zM_7rLvG3qKw)
+ * [该死，这糟糕的心动感，AI杀疯了！](https://mp.weixin.qq.com/s/dXDLrozJ4tmf8iWQbdiqvg)
+ * [手机「本地部署」开源 GPT，火了！](https://mp.weixin.qq.com/s/du2GrHNUCF391Avom2P20Q)
+ * [又火一个惊艳的AI项目，已开源！](https://mp.weixin.qq.com/s/gIU3JZTMuYsxSWbiSI51OQ)
+ * [炸裂开源！一周爆涨 18K+ 的 Star！](https://mp.weixin.qq.com/s/6lhn9GUiEsL_cqHalZXk_Q)
+ * [又火一个惊艳的开源项目，诞生了！](https://mp.weixin.qq.com/s/kRCfrY0jmKr6W_YycaALbA)
+ * [警告！OpenAI宣布全面封锁中国API接入](https://mp.weixin.qq.com/s/QAk0KqtAgSb36p2QnYJlLw)
+ * [被判赔1250万！非法抓取高德地图数据。。](https://mp.weixin.qq.com/s/Z6UccYaX7NS-PSaIML7F0w)
+ * [又火一个惊艳的AI项目，已开源！](https://mp.weixin.qq.com/s/Q4Dv4wA8Lfj8fbYw6Jxu6g)
+ * [推荐 3 个 yyds 的开源项目！](https://mp.weixin.qq.com/s/niU3FUloYi4or3O0k1934w)
+ * [又火两个惊艳的AI项目，已开源！](https://mp.weixin.qq.com/s/PF3s0hidFtcW6Z1gI-OrnA)
+ * [大模型集体失智！9.11比9.9大？全员翻车!](https://mp.weixin.qq.com/s/f2s1T7KTWnX72HzZb5uJQg)
+ * [绝了，电脑被监控了！还怎么摸鱼？](https://mp.weixin.qq.com/s/bxT4Z6zhZ5h3MMYwRADLSg)
+ * [3个惊艳的AI项目火出圈，已开源！](https://mp.weixin.qq.com/s/KdgsIbDW1Sfp-JP0vSLNGg)
+ * [终于不用为GPU算力发愁了，请低调使用！](https://mp.weixin.qq.com/s/v16t6v-S3WPL5YJW2uAU-Q)
+ * [一个火爆外网的国产AI项目，已开源！](https://mp.weixin.qq.com/s/8d5dFp80-tG03uQNLA9q5Q)
+ * [又一个爆火的AI项目，逼真到恐怖的Flux！【保姆级硬核教程】](https://mp.weixin.qq.com/s/T8Wew9zvUtIhKXSEfgkP4Q)
+ * [AI恶搞《黑神话：悟空》爆火！](https://mp.weixin.qq.com/s/blNQaRgjgdNU-JlfomYMcA)
+ * [韩国N号房卷土重来？AI造假？！](https://mp.weixin.qq.com/s/pEBiXEs0ltIUGuuKGMsIBA)
+ * [终于不用为GPU算力发愁了，FLUX LoRA训练一键启动！](https://mp.weixin.qq.com/s/m0eMLLkftMWYHCSnmNl1fQ)
+ * [【实测体验】OpenAI震撼发布o1大模型！](https://mp.weixin.qq.com/s/EvVqKaoJtpIHt-q1vXy9WQ)
+ * [又火两个惊艳的AI项目，已开源！](https://mp.weixin.qq.com/s/u8tHtlasDRlRgW9dgPkAEQ)
+ * [又火三个惊艳的AI项目，已开源！](https://mp.weixin.qq.com/s/i0pzaLfOvbTgrhDMzXrIUQ)
+ * [OpenAI 奥特曼成“光杆司令”了！](https://mp.weixin.qq.com/s/Wi_hacpwP-YUl7oABqHX0g)
+ * [AI如此逼真，应该如何分辨？](https://mp.weixin.qq.com/s/efnUGFHSDAgQCfbdI-BDJQ)
+ * [逆天，小猿口算AI炸鱼，小学生被炸哭！](https://mp.weixin.qq.com/s/H5YDhWzWew0qjZUSSbmu0w)
+ * [智谱清言，爆发了！](https://mp.weixin.qq.com/s/AhDEFshrSN-mfx2fx6tRNg)
+ * [谷歌又搞事，AI无限游戏要来了？！](https://mp.weixin.qq.com/s/bKtWRIWsBe5yp00kFJYK-w)
+ * [15岁初中生，开源项目被数百万收购，简直降维打击。。。](https://mp.weixin.qq.com/s/gQLSZHvoqc5Cnx-cpStwcQ)
+ * [好生猛，全球首款AI游戏问世！](https://mp.weixin.qq.com/s/EcYCjPbiHTmifPWDU5HJUg)
+ * [在预言特朗普这件事上，ChatGPT输了！](https://mp.weixin.qq.com/s/motN88GhEqp7i6OAKPHe6Q)
+ * [推荐 2 个 YYDS 开源项目！](https://mp.weixin.qq.com/s/h0uKgPAyZH39MU622CS8fw)
+* 囧事人生
+ * [打工人的薪资倒挂](https://mp.weixin.qq.com/s/qLx8nevYEJnEwnJQq44zYA)
+ * [个人网站没落了？](https://mp.weixin.qq.com/s/sum2v1iTokWPaxiNEZCtxg)
+ * [感谢有你，写作以来的得与失](https://mp.weixin.qq.com/s/qbp7UD3X_7e7godHBAavzg)
+ * [2020年的最后一个月](https://mp.weixin.qq.com/s/_UHkY81-e4fG2TANhvYVag)
+ * [第一次进抢救室](https://mp.weixin.qq.com/s/HAfUd704CrAPt8FR9r2IYg)
+ * [我在哥大读博的五年，万字总结](https://mp.weixin.qq.com/s/t1TGRRDgicEnBHxXE359fQ)
+ * [我，这一年](https://mp.weixin.qq.com/s/GXLFOutCYRmOUHr8OA1J4A)
+ * [晒晒年终奖](https://mp.weixin.qq.com/s/s8Yckc6NeEqxq_rIIWnttw)
+ * [我，从高考到程序员的成长之路](https://mp.weixin.qq.com/s/5RAX2qCM2TX-8tyMRpPuQA)
+ * [996被建议监管！](https://mp.weixin.qq.com/s/J0Oq0LM0uo_kVigRWpHkRw)
+ * [我，差点上央视](https://mp.weixin.qq.com/s/tOgJ1cOdR-dXhOfBb4_gag)
+ * [选择](https://mp.weixin.qq.com/s/7jRzjuromm0t8tV6llHyOA)
+ * [我的算法能力是从什么时候开始突飞猛进的？](https://mp.weixin.qq.com/s/NreO6S6uX8fbvDbU5tvQ2Q)
+ * [五年了](https://mp.weixin.qq.com/s/D4pkzwPgMQpUmbdmcZ_W7A)
+ * [印度疫情，爆炸！](https://mp.weixin.qq.com/s/pjKdwF725KTphixhtNAb4w)
+ * [聊聊我今年的计划](https://mp.weixin.qq.com/s/yHTq3M5zVGceCUDTG2Mp-g)
+ * [计算机专业读研三年，到底值不值！](https://mp.weixin.qq.com/s/inujUalpJGd5I0CBkX9frQ)
+ * [我被"制裁"了！](https://mp.weixin.qq.com/s/gDAX3Y6OoMYbi0Y3Hx3TrQ)
+ * [36525个日夜！](https://mp.weixin.qq.com/s/6FeZNMN_r1VhLiOP5aRUiQ)
+ * [对算法工程师的一些误会](https://mp.weixin.qq.com/s/76xmkDd790nsesequDq9hQ)
+ * [11亿，牛逼！我也捐了一点点。。](https://mp.weixin.qq.com/s/ACP9qV_ITfSBMwtpyDbk-Q)
+ * [我一年的坚持，值了！](https://mp.weixin.qq.com/s/WQyd3x3JLNLkPKckFNCLmA)
+ * [被裁了。。](https://mp.weixin.qq.com/s/lSE__8cfOcWJEFlKWqIdTQ)
+ * [知名企业家车祸身亡，惨痛！自动驾驶？](https://mp.weixin.qq.com/s/-4Ia5RRnSAn59E3vq7r3wQ)
+ * [6k，啪，没了。。](https://mp.weixin.qq.com/s/-31qRqh5oX82s9z5uIvSow)
+ * [获奖了！](https://mp.weixin.qq.com/s/yG7P2o8yc-oDDVmgTxAdJg)
+ * [我的第一个，一百万！](https://mp.weixin.qq.com/s/CxOb1iJDpp6IObTUrLGMlg)
+ * [3万，啪，又没了。。](https://mp.weixin.qq.com/s/1D5L8WtccC3jFzMg31ULyA)
+ * [领证啦！](https://mp.weixin.qq.com/s/W7sQq7RSO_M3RYgfk6u-kw)
+ * [第一次 3 万！](https://mp.weixin.qq.com/s/3AIwkk5kSHHd4qRkE7M1xQ)
+ * [北京，终于落户了！](https://mp.weixin.qq.com/s/5WsXiRQJA1KJCa8jzTrGew)
+ * [发年终奖了！10 万红包封面！](https://mp.weixin.qq.com/s/BTJeT9GT6dFU0Jf1vZYanA)
+ * [15 万就这么没了，我被薅秃了。。](https://mp.weixin.qq.com/s/B6NH4caP9vdtxy7UCN0drQ)
+ * [突然决定，创业了！](https://mp.weixin.qq.com/s/OGBuIU7j7qtFD4y99U7i4Q)
+ * [绝了，被监控了！还怎么摸鱼？](https://mp.weixin.qq.com/s/j8UJxKsdR4jPn6gVqzgKqw)
+ * [一觉醒来，炸锅了！全面开战....](https://mp.weixin.qq.com/s/KsbMelM8CYsmm9G3kxqMpQ)
+ * [两件事，让我大跌眼镜...](https://mp.weixin.qq.com/s/BXVevw81MQ_HUOtrRkvxmw)
+ * [兄弟们，人麻了。。。](https://mp.weixin.qq.com/s/Jd1nTRJtTdapVSE75fUcVA)
+ * [我的三年北漂，晋升路](https://mp.weixin.qq.com/s/pg3faDoaxAXSwfVbRWYpBg)
+ * [被骂臭外地的...](https://mp.weixin.qq.com/s/fftyXq7RIIQfFQdiGfyrpg)
+ * [这口青春饭，我干了！](https://mp.weixin.qq.com/s/sbKMxgkZLKytJAW0nDvLow)
+ * [请做好3年内随时失业的准备？](https://mp.weixin.qq.com/s/9UfEMO0L9yr-c7zoAgzVTA)
+ * [其实今年，我也挣不到钱了。](https://mp.weixin.qq.com/s/5RNNY_Qok0fRhxDhlhyR_g)
+ * [哎，又进医院了！](https://mp.weixin.qq.com/s/P4nXB9eNqMaZNUSOUWXU6Q)
+ * [我结婚了！](https://mp.weixin.qq.com/s/OVcu7qFlf2splex1e8MZYQ)
+ * [虾皮太让人失望了！](https://mp.weixin.qq.com/s/tn3Ra0AwKBaS8mzVR7J_Xg)
+ * [不卷了，彻底躺平的假期，真爽！](https://mp.weixin.qq.com/s/Pt69U4xg-pe6EzvIWRJvUw)
+ * [完了，好兄弟的心态崩了。。。](https://mp.weixin.qq.com/s/fRSakihz1tr1rm4sc4DP8g)
+ * [复工，阳了个阳。。。](https://mp.weixin.qq.com/s/j_ju6zqXzKpw0RypKGbBoQ)
+ * [最担心的事还是发生了，我也阳了](https://mp.weixin.qq.com/s/qS5F6526Us8XuBXIS9fwAQ)
+ * [打了三针疫苗，阳了第二次？](https://mp.weixin.qq.com/s/q6URYlp8zgXp7GxJU-Werg)
+ * [一千万成就到手，结婚一年了！](https://mp.weixin.qq.com/s/YMrfBJRmdTdhTyxGrH2GlQ)
+ * [发年终奖了！再来10 万红包封面！](https://mp.weixin.qq.com/s/tUrFse4ey3INgOopiDHkPA)
+ * [突然决定，起飞去广州！](https://mp.weixin.qq.com/s/68h77exbbINKqYeMWGyoMg)
+ * [30岁了，冒死说几句大实话！](https://mp.weixin.qq.com/s/j0yzonrhPPcemDRF6QBVkw)
+ * [危！ChatGPT一出，这几大职业可能先丢饭碗！](https://mp.weixin.qq.com/s/Z7BY3MUctbBOeFvJTpac7Q)
+ * [第一批因ChatGPT坐牢的人，已经上路了](https://mp.weixin.qq.com/s/9b-YO5kxIeD0K38_Mw6c2A)
+ * [今天打开个税APP，我直接人麻了！](https://mp.weixin.qq.com/s/LrO5N7Zke67WheBUuC3uxQ)
+ * [大家都在卷ChatGPT的时候，我已经...](https://mp.weixin.qq.com/s/4krY3O4dTF9GNU0M8hFTuA)
+ * [为爱发电的博客园要没了？？！](https://mp.weixin.qq.com/s/FBI1KUsbu2MkyyhpeW42ew)
+ * [关于一场诈骗](https://mp.weixin.qq.com/s/Gg8TD7LzUiNPVRC9Gep_DA)
+ * [牛逼！新书冲到京东榜一了！](https://mp.weixin.qq.com/s/AOyz625Jy44s0TXZGuMrHA)
+ * [不卷了，继续彻底躺平的假期，真爽！](https://mp.weixin.qq.com/s/4iPJr1NMNBeBHM45C3vDGQ)
+ * [拼多多今年的薪资。。](https://mp.weixin.qq.com/s/m1wuuKcIiaaYNbylEaLW2A)
+ * [北京，这两天上班可太难了！](https://mp.weixin.qq.com/s/F-vP-NV57gx0-arErE8koA)
+ * [裁员潮都波及到985大学了！](https://mp.weixin.qq.com/s/Lcs3lZJcYhQVpSmu6OGESQ)
+ * [县城再无清华北大](https://mp.weixin.qq.com/s/OqQrsa4LgBynyvuAMJza1Q)
+ * [阿里员工自曝996作息表](https://mp.weixin.qq.com/s/s-Sl-nf95OsZ98nbY817wg)
+ * [七年青春喂了狗。](https://mp.weixin.qq.com/s/LUc5xC_iQBoYFuYwWiQqkw)
+ * [小红书今年的校招薪资。。](https://mp.weixin.qq.com/s/hXlJUxBL3WtPjHis--MjCg)
+ * [突发！特斯拉毁约应届生offer！](https://mp.weixin.qq.com/s/OxrJD_1qeAystNX-x7uYeQ)
+ * [阿里发年终奖了](https://mp.weixin.qq.com/s/nJ0WujBtdla9E-3Tj1dc-Q)
+ * [很多朋友都消失了。。](https://mp.weixin.qq.com/s/9L4egvVivprduXw5_M_ohA)
+ * [使用VPN“翻墙”违法，为什么大部分人都没事？](https://mp.weixin.qq.com/s/jCrCneyHjm97lBDzcwEb2g)
+ * [未来可能消失的编程语言](https://mp.weixin.qq.com/s/S-aS1vVRxEc5aQy6FgUVOg)
+ * [团队准备解散了。。](https://mp.weixin.qq.com/s/tC3fGB9HXU4jSrHMt2dDTA)
+ * [CSDN又抽风了，GitCode 被曝...](https://mp.weixin.qq.com/s/HLyzX-NxttY9bH8x2amLOA)
+ * [今年的毕业生太难了。。](https://mp.weixin.qq.com/s/h7h2X_d_pv06XPKU7jJYVA)
+ * [绿联NAS翻车，被爆安全缺陷...](https://mp.weixin.qq.com/s/LRS3IvibWARweaNtzkEYSQ)
+ * [腾讯和去哪儿网官宣两件大事，上热搜了！](https://mp.weixin.qq.com/s/SyWsMqpmGIBRh053SemlZg)
+ * [佳能苏州裁员补偿2N+12？官方最新回应！](https://mp.weixin.qq.com/s/RicyPQ_1_lILtJWQM9N65g)
+ * [程序员转行送外卖，被嘲笑？](https://mp.weixin.qq.com/s/MyBTbHsylpia-avAIPsP4Q)
+ * [知名开源作者删库跑路，项目被用于诈骗？](https://mp.weixin.qq.com/s/OiHk7MAKDvZWE87wVBaOLg)
+ * [《黑神话·悟空》是用什么编程语言开发的？](https://mp.weixin.qq.com/s/phhJzgKpRuqgJZxR_tWa4g)
+ * [IBM中国裁员赔偿N+3！千人被裁，中国研发部彻底关闭！](https://mp.weixin.qq.com/s/vwQVn-Y0q6wb7cI0ntde6A)
+ * [离谱，深圳某公司重新定义8小时工作制！](https://mp.weixin.qq.com/s/nxIjb3WHjhZUPiAl2pAvkw)
+ * [英伟达，危！？Pytorch不再需要CUDA！](https://mp.weixin.qq.com/s/ryGxKyN1Hej5AXXoSQD98Q)
+ * [拼夕夕员工，反对双休？](https://mp.weixin.qq.com/s/g2GGqjlyXBKdqlnIJfnxBQ)
+ * [A股涨疯了！见证历史！](https://mp.weixin.qq.com/s/zTRnd3ayFbc9cqpxDbwunQ)
+ * [剧情反转！95后学术天才的逆天简历？！](https://mp.weixin.qq.com/s/GO7f-5Ax0iJCse2y5vQAWA)
+ * [某节大瓜，GPU集群投毒！](https://mp.weixin.qq.com/s/IEpFS3baqDyczIFKtscimg)
+ * [哎，又进医院了，被折磨一个月。。](https://mp.weixin.qq.com/s/34cSbpiXoyNBZgK92QZ_uQ)
+ * [清华临床硕士，转行去华为 OD？](https://mp.weixin.qq.com/s/_kKtS1x1E23L-N3r_KKn8g)
+* 量化交易
+ * [日入上万，Jack 年入百万？](https://mp.weixin.qq.com/s/TnyJOHdl4ejunYVXFxIe5Q)
+ * [B站热榜视频，炒股源码来了！](https://mp.weixin.qq.com/s/PdjkbTRMzuaxGogqh1pyow)
+ * [我最成功的一笔投资！](https://mp.weixin.qq.com/s/5o59jziThjC_cnZc8I3jtQ)
+ * [今年，我最成功的一笔投资！](https://mp.weixin.qq.com/s/80jJbVZinbEz-ocwQsjfPw)
+ * [今年，我只赚了一点点](https://mp.weixin.qq.com/s/iyIjZ0QkUvzeNgcN27gm7w)
* Pytorch深度学习实战
* [Pytorch深度学习实战教程（一）：语义分割基础与环境搭建](https://mp.weixin.qq.com/s/KI-9z7FBjfoWfZK3PEPXJA)
* [Pytorch深度学习实战教程（二）：UNet语义分割网络](https://mp.weixin.qq.com/s/6tZVUbyEjLVewM8vGK9Zhw)
@@ -47,7 +333,6 @@
* [Pytorch深度学习实战教程（四）：必知必会的炼丹法宝](https://mp.weixin.qq.com/s/RhvCeesbzAQmK0yv8D6LjQ)
* [Pytorch深度学习实战教程（五）：今天，你垃圾分类了吗？](https://mp.weixin.qq.com/s/Yt2M-cjLdRgOowNNm2Ll8Q)
* [Pytorch 深度学习实战教程（六）：仝卓自爆，快本打码。](https://mp.weixin.qq.com/s/za4DsGMcLZYCbTir9QFPKQ)
- * 更新ing...
* 网络爬虫
* [Python3 网络爬虫（一）：初识网络爬虫之夜探老王家](https://mp.weixin.qq.com/s/1rcq9RQYuAuHFg1w1j8HXg)
* [Python3 网络爬虫（二）：下载小说的正确姿势](https://mp.weixin.qq.com/s/5e2_r0QXUISVp9GdDsqbzg)
@@ -56,12 +341,11 @@
* [Python3 网络爬虫（五）：老板，需要特殊服务吗？](https://mp.weixin.qq.com/s/PPTSnIHV71b-wB3oRiYnIA)
* [Python3 网络爬虫（六）：618，爱他/她，就清空他/她的购物车！](https://mp.weixin.qq.com/s/lXXDfzyLVrf3f-aqJN1C3A)
* [宝藏B站UP主，视频弹幕尽收囊中！](https://mp.weixin.qq.com/s/aWratg1j9RBAjIghoY66yQ)
- * 更新ing...
* Tensorflow深度学习实战
* [Tensorflow实战（一）：打响深度学习的第一枪 – 手写数字识别（Tensorboard可视化）](https://cuijiahua.com/blog/2018/01/dl_4.html)
* [Tensorflow实战（二）：Discuz验证码识别](https://cuijiahua.com/blog/2018/01/dl_5.html)
* 机器学习实战
- * [机器学习实战教程（一）：K-近邻算法（史诗级干货长文）](https://cuijiahua.com/blog/2017/11/ml_1_knn.html)
+ * [机器学习实战教程（一）：K-近邻算法（史诗级干货长文）](https://mp.weixin.qq.com/s/ymbwdQL_aSHVjgOZ9RG63Q)
* [机器学习实战教程（二）：决策树基础篇之让我们从相亲说起](https://cuijiahua.com/blog/2017/11/ml_2_decision_tree_1.html)
* [机器学习实战教程（三）：决策树实战篇之为自己配个隐形眼镜](https://cuijiahua.com/blog/2017/11/ml_3_decision_tree_2.html)
* [机器学习实战教程（四）：朴素贝叶斯基础篇之言论过滤器](https://cuijiahua.com/blog/2017/11/ml_4_bayes_1.html)
@@ -82,15 +366,40 @@
* [深度学习实战教程(五)：循环神经网络](https://cuijiahua.com/blog/2018/12/dl-11.html)
* [深度学习实战教程(六)：长短时记忆网络(LSTM)](https://cuijiahua.com/blog/2019/01/dl-12.html)
* [深度学习实战教程(七)：递归神经网络](https://cuijiahua.com/blog/2019/02/dl-13.html)
-* 数据结构与算法基础
- * [程序员内功：八大排序算法](https://cuijiahua.com/blog/2018/01/alogrithm_9.html)
- * [算法基础：BFS和DFS的直观解释](https://cuijiahua.com/blog/2018/01/alogrithm_10.html)
- * [剑指Offer系列刷题笔记汇总](https://cuijiahua.com/blog/2018/02/basis_67.html)
-* 福利
+* 算法面经
+ * [秋招在即，你准备好了吗？](https://mp.weixin.qq.com/s/tSnqXI2h_R5Ag34T0h-zZg)
+ * [春招视觉算法实习面经](https://cuijiahua.com/blog/2019/11/life-52.html)
+ * [成功上岸阿里，深度学习知识考点总结](https://mp.weixin.qq.com/s/5LbcPsffKr_1qCEWlTrgRQ)
+ * [秀 offer](https://mp.weixin.qq.com/s/N8X8XakXFaLWrwsVwFBs8g)
+* 工具
+ * [保姆级Git入门教程，万字详解](https://mp.weixin.qq.com/s/2eA7VfHDd0MRGz_YgVrbiw)
+ * [提高国内访问Github速度的9种方法](https://mp.weixin.qq.com/s/3LfveCU2Hm7N6OnV3Gtx3Q)
+ * [我的十八般武器，这波稳了！](https://mp.weixin.qq.com/s/2QWVRbH-_jJZINmem8WK-w)
+ * [开源版「网易云音乐」，火了！](https://mp.weixin.qq.com/s/E3ourgHNwKyqk09MlTx5gA)
+* 其他
+ * [代码已开源，一起魔改大西瓜！](https://mp.weixin.qq.com/s/6MzJkehRr4BKVKSnsqpMxA)
+ * [别再折腾开发环境了，一劳永逸的搭建方法](https://mp.weixin.qq.com/s/ghKGVutz9RQ4fMGJDHWtww)
+ * [助你编程能力「突飞猛进」的干货分享](https://mp.weixin.qq.com/s/viVP4oNLgDLLUz3sT3Djew)
+ * [上班第一件事：马上卸载这个恶心的软件！](https://mp.weixin.qq.com/s/6i2YUg4Y3oGenbn-B3Drjw)
+* 练手项目
+ * [露一手，用Python写了一个疫苗管理系统！](https://mp.weixin.qq.com/s/3zpt6SnXqMkQ6eTIkdbBeA)
+ * [好家伙，花了一个月时间，用Python写了个网易云！](https://mp.weixin.qq.com/s/xsnwKL3rzvEIYdaXCE-6tA)
+* 学习资料
+ * [电子书&视频](https://github.com/Jack-Cherish/awesome-cs-books)
* [16张让你编程能力突飞猛进的代码速查表](https://mp.weixin.qq.com/s/Lz0JbKTiiRlBtiMBZ-7cnA)
-
+ * [吴恩达：最新的28张图，全解深度学习知识！](https://mp.weixin.qq.com/s/isKcTILDPUKmGTOuJ54AHQ)
+ * [清华，这样上！](https://mp.weixin.qq.com/s/tfZuK2xEP9fwtEofRPUaXQ)
+ * [北大CS，这样上！](https://mp.weixin.qq.com/s/j6eO9snN8URYLTlmH0le9w)
+
更多内容，敬请期待！
+
+
+
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new file mode 100644
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+++ b/README_en.md
@@ -0,0 +1,174 @@
+Here is a paradise for learning Python, **nanny-level tutorial**: AI laboratory, treasure video, data structure, study guide, machine learning actual combat, deep learning actual combat, Python basics, web crawlers, big factory experience, program life, Resource sharing. **I will gradually improve it and continue to output!**
+
+At least two original articles per week, **Follow-up latest articles** will be first published on [[Official Account]](https://cuijiahua.com/wp-content/uploads/2020/05/gzh-w.jpg), The video [[bilibili]](https://space.bilibili.com/331507846) is first released, you can add me [[WeChat]](https://cuijiahua.com/wp-content/uploads/2020/05/gzh-w.jpg) Enter the **communication group** for technical exchanges or comments, welcome **Star**!
+
+[Mind Map](#Mind-Map): See the end of the article.
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+# Directory (use Ctrl+F well)
+
+Note: :star: is the most popular must-see classic**, :rocket: is the latest update**.
+* Learning route
+ * :star: [How I became an algorithm engineer, super detailed learning route](https://mp.weixin.qq.com/s/xUaFSdIMRI11agwwUUK2oA)
+ * :star: [High-quality video resource recommendation at station B, take off! ](https://mp.weixin.qq.com/s/iL9XzJWsCt0s2VEiya_ycA)
+ * [Talk about self-study, the learning website and tools I have privately hidden](https://mp.weixin.qq.com/s/pW5tOPjdRSdln5PuKnqK3A)
+ * [Reading vs. video, my little suggestion, encourage me! ](https://mp.weixin.qq.com/s/CpJjI2GnhF5fES8tY_4npA)
+* Video
+ * [8 must-have learning websites for programmers, no more IQ tax](https://www.bilibili.com/video/BV1oC4y147S2)
+ * [How high is the salary of computer graduates? Intimate Guide for Algorithm Engineer Interview](https://www.bilibili.com/video/BV1DZ4y1T7oq)
+ * [AI artificial intelligence technology restores the appearance of the three generations of emperors in the heyday of Kang and Qian, and they are a bit handsome! ](https://www.bilibili.com/video/BV1pV411S7ke)
+ * [AI resurrects the emperors of the Ming Dynasty, a dialogue that travels through time and space! ](https://www.bilibili.com/video/BV1B54y1R7nD)
+ * :star: [AI restores the appearance of Qianlong's concubine, Yanxi Raiders all beings. ](https://www.bilibili.com/video/BV1h54y1z7Ds)
+ * :star: [6 minutes take you to review the high-energy AI algorithm in 2020](https://www.bilibili.com/video/BV1kf4y1C7LR)
+ * [Nanny-level artificial intelligence learning route, AI algorithm that anyone can play! ](https://www.bilibili.com/video/BV1Ry4y1h7Kd)
+ * [Self-taught programming, those learning methods that will make you do more with less! ](https://www.bilibili.com/video/BV1sq4y1J766)
+ * :rocket: [Python learning guide: learning methods, path diagrams, and materials are all ready! ](https://www.bilibili.com/video/BV1Sh411a76E)
+* Data structure and algorithm foundation
+ * [Programmer's Internal Skills: Eight Sorting Algorithms](https://cuijiahua.com/blog/2018/01/alogrithm_9.html)
+ * [Algorithm basis: intuitive explanation of BFS and DFS](https://cuijiahua.com/blog/2018/01/alogrithm_10.html)
+ * [Summary of Jianzhi Offer series of brushing notes](https://cuijiahua.com/blog/2018/02/basis_67.html)
+ * [My favorites from Google and Ali's brushing notes](https://mp.weixin.qq.com/s/PZQfV0fh4E-qQv9Ox7EG4Q)
+* AI foundation
+ * [Nanny-level GPU white prostitution strategy](https://mp.weixin.qq.com/s/zYU3RY6dgH4pCWyW-WCRwQ)
+ * :star: [The article "Beginning of Practice" takes you into deep learning](https://mp.weixin.qq.com/s/ABvmPbFU9XfkOWj42Tv9jQ)
+ * [Nanny-level tutorial: Hardcore Graphic Transformer](https://mp.weixin.qq.com/s/jx-2Ai2YKbwODW6uJaF3hQ)
+ * :star: [Pytorch cheat sheet collection! ](https://mp.weixin.qq.com/s/Bzt40iJRcKIHqeiQZ733uQ)
+ * [Long Words, Pytorch 60 Minute Blitz](https://mp.weixin.qq.com/s/JzdaZuxX_Xga_iMef79g-g)
+ * [Hey, come to a class! ](https://mp.weixin.qq.com/s/oxB5icj8KOfFja8XTHf7jg)
+ * [Hardcore graphic, then fill in the fierce general: YOLO detailed explanation](https://mp.weixin.qq.com/s/Mhsz9SwjquS7gzvLUNm8pQ)
+* AI Lab
+ * [Various face, interesting face, ALAE face has a new height! ](https://mp.weixin.qq.com/s/9C8OY7bchZNfqUCFSFuhjQ)
+ * :star: [Your red high heels, first experience of AI face changing technology](https://mp.weixin.qq.com/s/5kIN2Da-Bw-furkG-_N9nA)
+ * :star: [No code in the heart is HD, mosaic "brain supplement" algorithm PULSE](https://mp.weixin.qq.com/s/T5LHHHgxwwZLn7RI3u3T3Q)
+ * [Bald generator, Hairstyle Transfer deserves it! ](https://mp.weixin.qq.com/s/3rmChrBmXGLiPvp14Vo-Fg)
+ * [too strong! Automatic text decryption algorithm based on deep learning. ](https://mp.weixin.qq.com/s/weQ4cjblwQF9JDZ9vbzYMg)
+ * [AI algorithm makes the picture move, Trump and Mona Lisa affectionately sing "Unravel"](https://mp.weixin.qq.com/s/CyWyrVvWs3-iFKOUdDg0pQ)
+ * [These AI algorithms are too strong, I have a bold idea! ](https://mp.weixin.qq.com/s/6AP_Dl4T75lkviPAOJyHDA)
+ * :star: [A century-old photo restoration algorithm, those high-value parents! ](https://mp.weixin.qq.com/s/hsMppcLioJbXSZ2ZL8bnug)
+ * [Unlimited imagination space, 3D human pose estimation that can be played with Python](https://mp.weixin.qq.com/s/efqdGCLni1P1UBDZmXDvSA)
+ * [AI invisibility, magic that can make objects disappear in the video. ](https://mp.weixin.qq.com/s/2ce_joHpAannpwfP8l-YkA)
+ * [Stealing the sky and changing the day, realistic sky replacement algorithm](https://mp.weixin.qq.com/s/bUVvafODJfqDHXWXhDxVhA)
+ * [The handicapped party cutout is saved! ](https://mp.weixin.qq.com/s/UFdj4Utyoa6rySYy1qVl8Q)
+ * :star: [A stunning algorithm for art](https://mp.weixin.qq.com/s/BnuNQYk4AXbyQpZFwu02qg)
+ * [Generation of portraits of "Perfect Reissue"](https://mp.weixin.qq.com/s/FoFgkCxMhwxjGieCe8Rg2A)
+ * [The MODNet algorithm that takes you "Travel around the world"](https://mp.weixin.qq.com/s/kkM75PH-0Dtw4xCdgmTQdg)
+ * [Trump’s retirement life, AI house dance is very professional. ](https://mp.weixin.qq.com/s/p5dPfSOOVWsEor6X-hBSkA)
+ * :star: [What is the experience of playing the glory of the king with the AI trained by yourself? ](https://mp.weixin.qq.com/s/mj8PG-wRqSbEIR38fongHA)
+ * [Face editor gets another point, awesome! ](https://mp.weixin.qq.com/s/KA7ZsxDSHGoItTdFcdx87Q)
+ * [The correct way to open the second element](https://mp.weixin.qq.com/s/dsI4wyRddYzmZoZrg1oV6w)
+ * [What is the experience of playing 55 classic games with AI? ](https://mp.weixin.qq.com/s/Hu2WYXQqMg1BGDUmm2PvIw)
+ * :star: [AI algorithm that makes machos shy](https://mp.weixin.qq.com/s/UJltI0jOTyN0Ofn_Uy1J_g)
+ * [You said, I paint, AI tool man stone hammer](https://mp.weixin.qq.com/s/4LNAwEoGjH8YYbp2w8Z9Rg)
+ * [AI one-click to tattoo, restore the star "Lushan true face"](https://mp.weixin.qq.com/s/MRqHGSN9hfyGSs7idIe69g)
+ * [Fire? ](https://mp.weixin.qq.com/s/u-j-7VnK175LThOfgY3zvQ)
+ * [AI algorithm, refurbishment! ](https://mp.weixin.qq.com/s/AZBifUHLSDLWBZGF3QMqPw)
+ * [I have a very bold idea! ](https://mp.weixin.qq.com/s/8cWD3HdtKqZfocvEm3v-8g)
+* Embarrassing life
+ * [Salary of hit workers upside down](https://mp.weixin.qq.com/s/qLx8nevYEJnEwnJQq44zYA)
+ * [The personal website is down? ](https://mp.weixin.qq.com/s/sum2v1iTokWPaxiNEZCtxg)
+ * [Thank you for the gains and losses since writing](https://mp.weixin.qq.com/s/qbp7UD3X_7e7godHBAavzg)
+ * [The last month of 2020](https://mp.weixin.qq.com/s/_UHkY81-e4fG2TANhvYVag)
+ * [First time into the rescue room](https://mp.weixin.qq.com/s/HAfUd704CrAPt8FR9r2IYg)
+ * [My five-year Ph.D at Columbia University, a summary of 4D words](https://mp.weixin.qq.com/s/t1TGRRDgicEnBHxXE359fQ)
+ * [Me, this year](https://mp.weixin.qq.com/s/GXLFOutCYRmOUHr8OA1J4A)
+ * [Sailing Year-end Award](https://mp.weixin.qq.com/s/s8Yckc6NeEqxq_rIIWnttw)
+ * :star: [I, the road to growth from college entrance examination to programmer](https://mp.weixin.qq.com/s/5RAX2qCM2TX-8tyMRpPuQA)
+ * [996 is recommended for supervision! ](https://mp.weixin.qq.com/s/J0Oq0LM0uo_kVigRWpHkRw)
+ * :star: [I almost went to CCTV](https://mp.weixin.qq.com/s/tOgJ1cOdR-dXhOfBb4_gag)
+ * :star: [select](https://mp.weixin.qq.com/s/7jRzjuromm0t8tV6llHyOA)
+ * [When did my algorithm capabilities start to improve by leaps and bounds? ](https://mp.weixin.qq.com/s/NreO6S6uX8fbvDbU5tvQ2Q)
+ * :star: [Five years](https://mp.weixin.qq.com/s/D4pkzwPgMQpUmbdmcZ_W7A)
+ * [India outbreak, explosion! ](https://mp.weixin.qq.com/s/pjKdwF725KTphixhtNAb4w)
+ * [Talk about my plans for this year](https://mp.weixin.qq.com/s/yHTq3M5zVGceCUDTG2Mp-g)
+ * [Computer majoring for three years, is it worth it? ](https://mp.weixin.qq.com/s/inujUalpJGd5I0CBkX9frQ)
+ * [I was "sanctioned"! ](https://mp.weixin.qq.com/s/gDAX3Y6OoMYbi0Y3Hx3TrQ)
+ * [36525 days and nights! ](https://mp.weixin.qq.com/s/6FeZNMN_r1VhLiOP5aRUiQ)
+ * [Some misunderstandings for algorithm engineers](https://mp.weixin.qq.com/s/76xmkDd790nsesequDq9hQ)
+* Quantitative trading
+ * [Tens of thousands a day, Jack earns a million a year? ](https://mp.weixin.qq.com/s/TnyJOHdl4ejunYVXFxIe5Q)
+* Pytorch deep learning combat
+ * :star: [Pytorch Deep Learning Practical Tutorial (1): Semantic Segmentation Basics and Environment Construction](https://mp.weixin.qq.com/s/KI-9z7FBjfoWfZK3PEPXJA)
+ * [Pytorch Deep Learning Practical Tutorial (2): UNet Semantic Segmentation Network](https://mp.weixin.qq.com/s/6tZVUbyEjLVewM8vGK9Zhw)
+ * [Pytorch deep learning practical tutorial (3): UNet model training](https://mp.weixin.qq.com/s/7FY77k3xtK-UyfoXpFXgBQ)
+ * [Pytorch Deep Learning Practical Tutorial (4): Alchemy magic weapon you must know and know](https://mp.weixin.qq.com/s/RhvCeesbzAQmK0yv8D6LjQ)
+ * [Pytorch Deep Learning Practical Tutorial (5): Have you sorted your garbage today? ](https://mp.weixin.qq.com/s/Yt2M-cjLdRgOowNNm2Ll8Q)
+ * [Pytorch Deep Learning Practical Tutorial (6): Tongzhuo self-explodes, quick code printing. ](https://mp.weixin.qq.com/s/za4DsGMcLZYCbTir9QFPKQ)
+* Web Crawler
+ * :star: [Python3 web crawler (1): the night of first acquaintance with web crawler to visit Lao Wang's house](https://mp.weixin.qq.com/s/1rcq9RQYuAuHFg1w1j8HXg)
+ * [Python3 web crawler (2): the correct posture for downloading novels](https://mp.weixin.qq.com/s/5e2_r0QXUISVp9GdDsqbzg)
+ * [Python3 web crawler (3): downloading comics, dynamic loading, and anti-crawlers are not a problem! ](https://mp.weixin.qq.com/s/wyS-OP04K3Vs9arSelRlyA)
+ * [Python3 web crawler (four): video downloads, those things! ](https://mp.weixin.qq.com/s/_geNA6Dwo4kx25X7trJzlg)
+ * [Python3 web crawler (5): Boss, do you need special services? ](https://mp.weixin.qq.com/s/PPTSnIHV71b-wB3oRiYnIA)
+ * [Python3 web crawler (6): 618, if you love him/her, empty his/her shopping cart! ](https://mp.weixin.qq.com/s/lXXDfzyLVrf3f-aqJN1C3A)
+ * [Treasure B station UP, the video barrage is in your pocket! ](https://mp.weixin.qq.com/s/aWratg1j9RBAjIghoY66yQ)
+* Tensorflow deep learning combat
+ * [Tensorflow combat (1): the first shot of deep learning-handwritten digit recognition (Tensorboard visualization)](https://cuijiahua.com/blog/2018/01/dl_4.html)
+ * [Tensorflow actual combat (2): Discuz verification code recognition](https://cuijiahua.com/blog/2018/01/dl_5.html)
+* Machine learning combat
+ * :star: [Machine Learning Practical Tutorial (1): K-Nearest Neighbor Algorithm (Epic Dry Goods Long Article)](https://mp.weixin.qq.com/s/ymbwdQL_aSHVjgOZ9RG63Q)
+ * [Machine Learning Practical Tutorial (2): Decision Tree Basics: Let's start with a blind date](https://cuijiahua.com/blog/2017/11/ml_2_decision_tree_1.html)
+ * [Machine Learning Practical Tutorial (3): Decision Tree Practical Chapter: Match yourself with a contact lens](https://cuijiahua.com/blog/2017/11/ml_3_decision_tree_2.html)
+ * [Machine Learning Practical Tutorial (4): Naive Bayes Basics: Speech Filter](https://cuijiahua.com/blog/2017/11/ml_4_bayes_1.html)
+ * [Machine Learning Actual Combat Tutorial (5): Naive Bayes Actual Combat: Sina News Classification](https://cuijiahua.com/blog/2017/11/ml_5_bayes_2.html)
+ * [Machine Learning Practical Tutorial (6): The Gradient Rising Algorithm of Logistic Regression Basics](https://cuijiahua.com/blog/2017/11/ml_6_logistic_1.html)
+ * [Machine Learning Actual Combat Tutorial (7): Logistic Regression Actual Combat: Predicting Diseased Horse Mortality](https://cuijiahua.com/blog/2017/11/ml_7_logistic_2.html)
+ * :star: [Machine Learning Practical Tutorial (8): Support Vector Machine Principles: Hand-teared Linear SVM](https://cuijiahua.com/blog/2017/11/ml_8_svm_1.html)
+ * [Machine Learning Practical Tutorial (9): Support Vector Machine Practical Chapter: Non-linear SVM](https://cuijiahua.com/blog/2017/11/ml_9_svm_2.html)
+ * [Machine Learning Practical Tutorial (10): Improve Classifier Performance-AdaBoost](https://cuijiahua.com/blog/2017/11/ml_10_adaboost.html)
+ * [Machine Learning Practical Tutorial (11): Predicting the Age of Abalone in the Basics of Linear Regression](https://cuijiahua.com/blog/2017/11/ml_11_regression_1.html)
+ * [Machine Learning Practical Tutorial (12): Linear Regression Improvement: Second-hand Price Prediction of Lego Toy Kit](https://cuijiahua.com/blog/2017/12/ml_12_regression_2.html)
+ * [Machine learning practical tutorial (13): CART algorithm and tree pruning in the basics of tree regression](https://cuijiahua.com/blog/2017/12/ml_13_regtree_1.html)
+* Deep learning combat
+ * [Deep Learning Practical Tutorial (1): Perceptron](https://cuijiahua.com/blog/2018/10/dl-7.html)
+ * [Deep Learning Practical Tutorial (2): Linear Unit and Gradient Descent](https://cuijiahua.com/blog/2018/11/dl-8.html)
+ * [Deep Learning Practical Tutorial (3): Neural Network and Back Propagation Algorithm](https://cuijiahua.com/blog/2018/11/dl-9.html)
+ * [Deep Learning Practical Tutorial (4): Convolutional Neural Network](https://cuijiahua.com/blog/2018/12/dl-10.html)
+ * [Deep Learning Practical Tutorial (5): Recurrent Neural Network](https://cuijiahua.com/blog/2018/12/dl-11.html)
+ * [Deep Learning Practical Tutorial (6): Long and Short Term Memory Network (LSTM)](https://cuijiahua.com/blog/2019/01/dl-12.html)
+ * [Deep Learning Practical Tutorial (7): Recurrent Neural Network](https://cuijiahua.com/blog/2019/02/dl-13.html)
+* Algorithm surface
+ * [Autumn move is coming soon, are you ready? ](https://mp.weixin.qq.com/s/tSnqXI2h_R5Ag34T0h-zZg)
+ * [Spring Recruitment Visual Algorithm Internship](https://cuijiahua.com/blog/2019/11/life-52.html)
+ * [Successful landing in Ali, summary of deep learning knowledge test sites](https://mp.weixin.qq.com/s/5LbcPsffKr_1qCEWlTrgRQ)
+ * [Show offer](https://mp.weixin.qq.com/s/N8X8XakXFaLWrwsVwFBs8g)
+* Tools
+ * [Nanny-level Git introductory tutorial, detailed explanation of 4D characters](https://mp.weixin.qq.com/s/2eA7VfHDd0MRGz_YgVrbiw)
+ * [9 ways to improve the speed of accessing Github in China](https://mp.weixin.qq.com/s/3LfveCU2Hm7N6OnV3Gtx3Q)
+* Other
+ * [The code is open source, let's change the big watermelon together! ](https://mp.weixin.qq.com/s/6MzJkehRr4BKVKSnsqpMxA)
+ * [Stop tossing about the development environment, set it up once and for all](https://mp.weixin.qq.com/s/ghKGVutz9RQ4fMGJDHWtww)
+ * [Dry goods sharing to help you "progress by leaps and bounds" of programming ability](https://mp.weixin.qq.com/s/viVP4oNLgDLLUz3sT3Djew)
+* Study materials
+ * :star: [eBook&Video](https://github.com/Jack-Cherish/awesome-cs-books)
+ * [16 quick checklists of codes that make your programming ability soaring](https://mp.weixin.qq.com/s/Lz0JbKTiiRlBtiMBZ-7cnA)
+ * [Wu Enda: The latest 28 pictures, fully understand deep learning knowledge! ](https://mp.weixin.qq.com/s/isKcTILDPUKmGTOuJ54AHQ)
+
+More content, stay tuned!
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