C++经验总结

C++ 总结几种结构体初始化的方法

https://blog.csdn.net/qq_33266987/article/details/70891050

C++ int转为string

https://blog.csdn.net/lxj434368832/article/details/78874108

C++ 清空队列(queue)的几种方法

https://www.cnblogs.com/zhonghuasong/p/7524624.html

C++ queue(STL queue)用法详解

http://c.biancheng.net/view/479.html

C/C++中判断某一文件或目录是否存在

https://blog.csdn.net/roger_77/article/details/1538447

C++类型转换

http://c.biancheng.net/cpp/biancheng/view/3297.html

单例模式

https://www.cnblogs.com/zxh1210603696/p/4157294.html

循环队列

https://www.cnblogs.com/diegodu/p/4619104.html

C++ vector性能提升技巧

https://www.oschina.net/translate/6-tips-supercharge-cpp-11-vector-performance?lang=chs&p=1

https://embeddedartistry.com/blog/2017/05/17/creating-a-circular-buffer-in-c-and-c/

值传递，指针传递，引用传递区别

https://www.cnblogs.com/yanlingyin/archive/2011/12/07/2278961.html

Python 经验总结

pytorch中文教程

http://pytorch123.com/

python cookbook中文版教程

https://python3-cookbook.readthedocs.io/zh_CN/latest/

python随机选取10000张图片并复制到另一个文件夹中

https://blog.csdn.net/Suii_v5/article/details/72730792

Python判断文件是否存在

https://www.cnblogs.com/jhao/p/7243043.html

Numpy将数组保存到txt中

https://blog.csdn.net/kaever/article/details/61420696

glob排序错乱问题

https://zhuanlan.zhihu.com/p/31549917 https://cloud.tencent.com/developer/ask/48758

python字符串索引，分片

https://www.cnblogs.com/roicel/archive/2013/03/19/2970137.html

python生成器，迭代器

https://www.cnblogs.com/wj-1314/p/8490822.html

python读取pkl文件，存入txt中

https://blog.csdn.net/weixin_38180944/article/details/81672985

python+OpenCV修改视频分辨率

https://blog.csdn.net/qq_37431083/article/details/101099017

https://theailearner.com/2018/11/15/changing-video-resolution-using-opencv-python/

python+OpenCV将图片保存为视频

https://blog.csdn.net/aa846555831/article/details/53070314

https://theailearner.com/2018/10/15/creating-video-from-images-using-opencv-python/

numpy数据类型转换

https://www.numpy.org.cn/user/basics/types.html#%E6%95%B0%E7%BB%84%E7%B1%BB%E5%9E%8B%E4%B9%8B%E9%97%B4%E7%9A%84%E8%BD%AC%E6%8D%A2

使用原生files.sort()会导致不符合自然排序，使用natsort实现自然排序

https://natsort.readthedocs.io/en/master/ https://github.com/SethMMorton/natsort

比较字符串是否一样，有时不符合预期，原因总结

https://blog.csdn.net/mxiawang/article/details/84256936

使用pyinstaller，打包python脚本，生成可执行的exe

https://www.pyinstaller.org/

OpenCV经验总结

绘制点，直线几何图形

https://www.cnblogs.com/skyfsm/p/6897313.html

Reading and Writing Images and Video

https://docs.opencv.org/2.4/modules/highgui/doc/reading_and_writing_images_and_video.html

OpenCV从file读video

https://stackoverflow.com/questions/13709274/reading-video-from-file-opencv

用OpenCV读，写显示video

https://www.learnopencv.com/read-write-and-display-a-video-using-opencv-cpp-python/

OpenCVputText画图

https://blog.csdn.net/guduruyu/article/details/68491211

OpenCV画图函数

https://docs.opencv.org/3.4/d6/d6e/group__imgproc__draw.html

OpenCV教程

https://docs.opencv.org/master/d9/df8/tutorial_root.html

OpenCV C++教程

https://www.opencv-srf.com/p/introduction.html

OpenCVVideoCapture，VideoWriter

https://www.jianshu.com/p/581108baa71e

ML知识

backpropagation教程

https://mattmazur.com/2015/03/17/a-step-by-step-backpropagation-example/

处理missing data问题

https://www.craft.ai/blog/missing-values

https://people.cs.umass.edu/~marlin/research/phd_thesis/marlin-phd-thesis.pdf

https://medium.com/@ODSC/missing-data-in-supervised-machine-learning-b6df0f02a731

https://medium.com/towards-artificial-intelligence/handling-missing-data-for-advanced-machine-learning-b6eb89050357

https://towardsdatascience.com/working-with-missing-data-in-machine-learning-9c0a430df4ce

数据增强

https://link.springer.com/article/10.1186/s40537-019-0197-0#Sec34

GCN

https://link.springer.com/article/10.1186/s40537-019-0197-0#Sec34

https://www.jiqizhixin.com/articles/2019-12-04-10

https://zhuanlan.zhihu.com/p/107986072

https://zhuanlan.zhihu.com/p/38437739

环境配置

conda环境管理

https://www.jianshu.com/p/aef6ff9730df

conda环境迁移配置

https://blog.csdn.net/zong596568821xp/article/details/84022701

git将fork的分支内容同步至自己的分支

https://help.github.com/cn/github/collaborating-with-issues-and-pull-requests/syncing-a-fork https://help.github.com/cn/github/collaborating-with-issues-and-pull-requests/configuring-a-remote-for-a-fork

阿里云+wordpress个人博客

https://www.zhihu.com/question/36495153/answer/720849894

https://yq.aliyun.com/articles/662383

https://yq.aliyun.com/articles/721104

阿里云镜像市场搭建wordpress

https://help.aliyun.com/document_detail/150522.html

wordpress升级php

https://developer.aliyun.com/article/717769

opencv配置

http://news.migage.com/articles/Linux+cmake%E7%BC%96%E8%AF%91%E6%BA%90%E7%A0%81%E5%AE%89%E8%A3%85+OpenCV++opencv_contrib_3517707_csdn.html

https://blog.csdn.net/wzw_2008/article/details/106944407

https://blog.csdn.net/cking0906/article/details/102560081

https://www.twblogs.net/a/5c1f5521bd9eee16b3da8f65?lang=zh-cn

https://blog.csdn.net/KayChanGEEK/article/details/79919417

git配置

git ignore配置

https://juejin.im/post/6844903902647697416

Linux配置

Windows上将linux目录映射网络驱动器

https://blog.csdn.net/zhaoliang831214/article/details/84203138

LeetCode

LeetCode题解

https://github.com/azl397985856/leetcode

LeetCode刷题

https://zhuanlan.zhihu.com/c_1047791597869199360

动态规划讲解

https://www.zhihu.com/question/23995189

0-1背包问题

https://juejin.im/post/5b40c99ee51d45190b615f33

LeetCode动态规划问题（很棒的博主）

https://www.liwei.party/2018/09/21/leetcode-solution/dynamic-programming-7/

LeetCode分类讲解（很棒的博主新网站）

https://liweiwei1419.gitee.io/leetcode-algo/

labudadong的算法小抄

https://labuladong.gitbook.io/algo/suan-fa-si-wei-xi-lie/hua-dong-chuang-kou-ji-qiao

自我提升

code interview

https://github.com/jwasham/coding-interview-university

微软人工智能教育与学习共建社区

https://github.com/microsoft/ai-edu

Learn Git Branching最好的学习，练习git平台

https://oschina.gitee.io/learn-git-branching/

剑指offer笔记

https://zdkswd.github.io/2018/10/28/%E5%89%91%E6%8C%87offer%20%20%E9%9D%A2%E8%AF%95%E7%9A%84%E6%B5%81%E7%A8%8B/

ML训练

GPU和显存分析

https://zhuanlan.zhihu.com/p/31558973

计算模型及中间变量的显存占用大小

https://oldpan.me/archives/how-to-calculate-gpu-memory

pytorch精细化利用显存

https://oldpan.me/archives/how-to-use-memory-pytorch

pytorch数据加载和预处理教程

https://zhuanlan.zhihu.com/p/77797246

pytorch数据读取

https://zhuanlan.zhihu.com/p/30934236

RuntimeError: CUDA out of memory

pytorch/pytorch#16417

https://stackoverflow.com/questions/54374935/how-to-fix-this-strange-error-runtimeerror-cuda-error-out-of-memory

https://pytorch.org/docs/stable/notes/faq.html#my-model-reports-cuda-runtime-error-2-out-of-memory

https://blog.csdn.net/xiaoxifei/article/details/84377204

https://blog.csdn.net/qq_28660035/article/details/80688427

工程问题

VS常见错误之一：error LNK2019: 无法解析的外部符号

https://blog.csdn.net/qq_20661579/article/details/76960275

error LNK2019: 无法解析的外部符号---官方文档

https://docs.microsoft.com/zh-cn/cpp/error-messages/tool-errors/linker-tools-error-lnk2019?view=vs-2019

自动驾驶

Taylor liu的自动驾驶博客

http://taylorliu.com/robotics/automous_driving

疫情期间自动驾驶行业观察

https://venturebeat.com/2020/04/28/challenges-of-developing-autonomous-vehicles-during-coronavirus-covid-19-pandemic/

自动驾驶仿真行业观察

https://arxiv.org/ftp/arxiv/papers/1910/1910.06075.pdf

2019中国自动驾驶仿真技术蓝皮书

http://taylorliu.com/topics/data/2019-%E4%B8%AD%E5%9B%BD%E8%87%AA%E5%8A%A8%E9%A9%BE%E9%A9%B6%E4%BB%BF%E7%9C%9F%E6%8A%80%E6%9C%AF%E8%93%9D%E7%9A%AE%E4%B9%A6.pdf

waymo的carcraft探秘

https://www.theatlantic.com/technology/archive/2017/08/inside-waymos-secret-testing-and-simulation-facilities/537648/