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Posts
Optimization Using Gradeint Descent
Change of Variables/Inverse Transform
Conjugacy and the Exponential Family
Gaussian distribution
Summary Statistics and Independence
Sum Rule Product Rule and Bayes Theorem
Construction of a Probability Space
Linearization and Multivariate Taylor Series
Higher Order Derivatives
Backpropagation and Automatic Backpropagation
Gradient of Matrix
Useful Identities of Computing Gradients
2020년 회고
Gradient Vector Valued Function
CODE: chapter 7, 8, 9
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