A repo for Mathematical_Foundation_of_AI course of RUC in Fall semester 2020.
This repo will collect the assignments of the course.
- HW1: Matrix factorization and calculation
- HW2: Matrix factorization and calculation
- HW3: Spectrogram theory
- HW4: Numerical optimization
- HW5: Numerical optimization
- HW6: Probability and Information Theory
- HW7: Probability and Information Theory
- HW8: Probability and Information Theory
- HW9: Sampling and estimation
- HW10: Streaming algorithm
Some questions are from the book _Machine Learning A Probabilistic Perspective by Kevin P. Murphy_ where you can find it via the Internet.
HOWEVER
The answers to some questions in the homework may be problematic, especially HW3, HW4, etc.
-For Reference Only-
Cuz math is always as complex as love.:sweat: