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Exponential Distribution Tags Laplace distribution PDF P(X)=\lambda e^{-\lambda X} Cumulative Distribution Function F(x;\lambda)=\begin{cases}1-e^{-\lambda...
Probability Mass Function B) Related PDF C) References.
Law of the Unconscious Statistician \mathrm{E}[g(X)]=\sum {x} g(x) f {X}(x) B) Related C) References.
Batch Normalization BN 은 neural network 학습 시간을 줄여주고 generalization 을 향상시킨다.
Mean If we have a data set consisting of the values a {1},a {2},\ldots,a {n}, then the arithmetic mean A is defined by the formula: A=\frac{1}{n}\sum {i=1}^{n}a {i}=\frac{a...
Prediction Interval B) Related C) References.
Exponential Family 랜덤 변수 x 의 분포가 exponential family 를 따른다고 했을때, pdf 는 다음과 같이 쓰여질 수 있다.
Laplace Distribution \displaystyle\operatorname{Laplace}(x;\mu,\gamma)=\frac{1}{2\gamma}\exp\left(-\frac{|x-\mu|}{\gamma}\right) B) Related C) References.
Categorical Distribution Related References.
Mode The mode (statistics) is the value that appears most often in a set of data values.