Collection of essential tools, tricks and scripts used for research and development.
Note: The sections below are organized for convenience but may not follow a strict logical order. I've tried to group related tools and resources together, though the arrangement might not always appear perfectly structured to all readers.
Go to Academic Papers
Go to Development Tools
My tutorial for quickly setting up a personal website with Hugo using the Blowfish theme: Link
Other templates:
- Towaki Takikawa's template: Link
- Jon Barron's template: Link
- Eric Brachmann's template: Link
- Academic Pages
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My collection of open-public books: Link
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The Art of Debugging Open Book: Link (debugging Python, PyTorch)
- ICLR Blog posts (2022 ~ 2025)
- lilianweng.github.io
- colah.github.io
- ayandas.me
- theaisummer
- distill.pub
- erdem.pl
- blog.ezyang.com
- main-horse.github.io
- Awesome Computer Vision (from Prof.Jia-Bin Huang): Good resources for computer vision + resources for students. And also, his awesome-tips for doing research. And also, his youtube channel is a good source of learning.
- Awesome Implicit Neural Representations (from Prof.Vincent Sitzmann): Good resources for implicit neural representations
- A LONG list of Categorized Advice Collection (Maintained by Tao Xie and Yuan Xie) (Ph.D./research, presentation, writing, reviewing, faculty, job hunting, misc., English advice): Link
- AI by Hand ✍️ Exercises in Excel from Tom Yeh (Link github)
- Go to Transformers.md
- Awesome Implicit Neural Representations (from Prof.Vincent Sitzmann): Good resources for implicit neural representations
- 3DML Course - Implicit Neural Representations (from Prof. Minhyuk Sung)