Research Tool box

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

Tools for Exploring and Analyzing Papers

For reading papers:

• Install Google Scholar PDF Reader to read online PDF papers, e.g., from ArXiv. It's also has AI outline feature.

For searching papers:

• Connected Papers will show you the graph of related papers (both Past and Future works).

For summarizing papers and generating podcast:

• NotebookLM - Google
• Illuminate - Google

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

• Read Transformers.md