Some experiences for new researchers (major in deep learning) to grow grow up
First of all, please go through the pytorch tutorial of Dive into DL.
We highly suggest you to master basic usage of
git, tmux, vscode.
git: git is used for maintaining your reserach codes and collaborating/sharing with others;
(git用于对我们的研究代码进行版本维护,同时可以进行多人协同工作,并且将代码分享给社区;)
IMPlus@PCALab_小规模团队git使用建议tmux: tmux is designed for running experiments backstage;
(tmux用于后台运行程序和实验,这样可以避免需要一直连接服务器的需求;)
IMPlus@PCALab_tmux使用vscode: vscode is a wonderful tool to debug/write your deep learning projects!
(vscode永远的神,丝滑debug,极致编码体验,都去用它用它!)
IMPlus@PCALab_vscode服务器远程debug深度学习代码程序
How to write qualified research papers:
Suggestions for paper writing IMPlus@PCALab_浅谈论文写作
(组内整理的快速、凝练、实用的论文写作经验技巧)Suggestions for paper writing details IMPlus@PCALab_浅谈学术写作细节
(组内整理的论文写作呈现细节,涉及论文一致性、图表展现等内容)Curriculums for paper writing Writing Curriculums from Mingming Chen
(南开程明明老师的论文写作课程,内容详实,覆盖面广)