ML
Blogs/Forums
- ML blogs collection
- Distill Pub - visualizations of ML concepts.
- Colah’s Blog - Creator of Distill Pub.
- Vis AI - Similar to Distill.
Tutorials
- Intuitive gradient - Calculate gradient manually.
- Annotated Transformer
- Moments - Moments in stats.
- Neptune AI - high level details on ML concepts.
- Numpy tutorial CS231N
Software
- MADGRAD
- AMSGrad
- Catalyst Convex Optimization
- Sophia - Second order optimizer.
Books
Misc
- ML notes
- Stats notes
- Yannic Kilcher - Explains papers from ML conferences/big journals.