As a postgrad student and AI enthusiast, often I have to read research papers on AI/ML topics. But there are times when I find it difficult to understand complex equations in those papers due to unknown mathematical symbols. So, I decided to make a list of all necessary mathematical symbols. I took help from chatGPT and claude to make the list. Here are few symbols from the document I created.
The list has following categories
- Greek letters
- Set theory and logic
- Calculus and analysis
- Linear algebra
- Probability and statistics
- Optimization and functions
- Neural network specific symbols
- Special symbols and operators.
You can download the document from my linkedin post π.



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