Research
Blogs
- 科学空间 (苏剑林|BoJone)
- Alex Alemi's Blog
- Ermon Group Blog
- Sander Dieleman's Blog
- Yang Song's Blog
- Lilian Weng's Blog
- Andrej Karpathy's Blog
- Sunwoo Kim's Blog
- ICLR Blog Posts
- Rui Shu's Blog
- Francis Bach's ML Blog
- Jascha Sohl-Dickstein's Blog
- off the convex path
- John Schulman's Blog
- Jakub M. Tomczak's Blog
- James Betker's Blog
- Matthias Bal's Blog
- Wei Deng's Blog
- Fabian Pedregosa's Blog
- Jay Alammar's Blog
- Distill.pub
- The Gradient Pub
- OpenAI Blog
- Christopher Olah's Blog
- Shengjia Zhao's Blog
- Ilya Sutskever's Recommendations
- Soon Hoe Lim's Recommendations
- Brian Keng's Blog
- Cambridge MLG Blog
Slides
Useful Links
- Deep Learning
- Probabilistic Machine Learning: Advanced Topics
- Neural Networks and Deep Learning
- Mind Map for PAI
- KIMI Powered Arxiv Paper
- Code Visualization
- blueprints-for-intelligence
- Deep Learning Tuning Playbook
- Self Organising Systems
- The Proximity Operator Repository
- The Annotated Transformer
- The Bitter Lesson
- The manuscripts of Edsger W. Dijkstra