Research
Blogs
- 科学空间 (苏剑林|BoJone) (https://kexue.fm/)
- Alex Alemi's Blog (https://blog.alexalemi.com/)
- Ermon Group Blog (https://ermongroup.github.io/blog/)
- Sander Dieleman's Blog (https://sander.ai/)
- Yang Song's Blog (https://yang-song.net/blog/)
- Lilian Weng's Blog (https://lilianweng.github.io/)
- Andrej Karpathy's Blog (https://karpathy.github.io/)
- Sunwoo Kim's Blog (https://sunwoo-kim.github.io/en/activities/talks/240409-imperial/)
- ICLR Blog Posts (https://iclr-blogposts.github.io/)
- Rui Shu's Blog (https://ruishu.io/blog/)
- Francis Bach's ML Blog (https://francisbach.com/)
- Jascha Sohl-Dickstein's Blog (https://sohl-dickstein.github.io/)
- off the convex path (https://www.offconvex.org/)
- John Schulman's Blog (http://joschu.net/blog.html)
- Jakub M. Tomczak's Blog (https://jmtomczak.github.io/)
- James Betker's Blog (https://nonint.com/author/jbetker/)
- Matthias Bal's Blog (https://mcbal.github.io/)
- Wei Deng's Blog (https://www.weideng.org/blog/)
- Fabian Pedregosa's Blog (https://fa.bianp.net/)
- Jay Alammar's Blog (https://jalammar.github.io/)
- Distill.pub (https://distill.pub/)
- The Gradient Pub (https://thegradient.pub/)
- OpenAI Blog (https://www.openai.com/blog/)
- Christopher Olah's Blog (https://colah.github.io/)
- Shengjia Zhao's Blog (https://szhao.me/blogs/)
Slides
- Chang Liu's Website (https://changliu00.github.io/)
- Anna Korba's Talks (https://akorba.github.io/Talks.html)
Useful Links
- Probabilistic Machine Learning: Advanced Topics (https://probml.github.io/pml-book/book2.html)
- Neural Networks and Deep Learning (http://neuralnetworksanddeeplearning.com/)
- Mind Map for PAI (https://yuanzhi-zhu.github.io/documents/PAI_mindmap.html)
- KIMI Powered Arxiv Paper (https://papers.cool/)
- Code Visualization (https://pythontutor.com/visualize.html)
- blueprints-for-intelligence (https://philippschmitt.com/blueprints-for-intelligence/)