Research Tool box

Collection of essential tools, tricks and scripts used for research and development.

Writing and Tools for Academic Papers

• Go to Academic Papers

GitHub

• Download only the subdirectory of interest (Source): Open VSCode in browser by pressing ., then download the subdirectory from navigation panel.

VSCode

Setup

• Connect to remote server: Link

Trick

• Open VSCODE in browser from GitHub: Press .
• Master VS Code's keyboard shortcuts in 13 minutes: Video
• Open Tensorboard:
  • Run tensorboard --bind_all --reload_multifile True --samples_per_plugin images=300 --port <your_port> --logdir=.
  • Then go to tab Ports in VSCode, and add <your_port>
  • Open web browser and go to http://localhost:<your_port>

Book

• My collection of open-public books: Link

Online resources

• lilianweng.github.io
• ayandas.me
• theaisummer
• MICCAI Educational Challenge Materials

Explaination

• AI by Hand ✍️ Exercises in Excel from Tom Yeh (Link github)

Transformers / Vision Transformer

• Go to Transformers.md