"Quiz/Math/Stat"의 두 판 사이의 차이
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* [[variational inference]] | * [[variational inference]] | ||
* [[jaccard vs cityblock]] | * [[jaccard vs cityblock]] | ||
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* [https://en.wikipedia.org/wiki/Euler_integral Euler integral] | * [https://en.wikipedia.org/wiki/Euler_integral Euler integral] | ||
** [[beta function]] | ** [[beta function]] | ||
| 29번째 줄: | 16번째 줄: | ||
* [[uniform convergence]] learnable | * [[uniform convergence]] learnable | ||
* [[coordinate ascent]] | * [[coordinate ascent]] | ||
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| + | ==Distributions== | ||
| + | * [[beta distribution|beta]] | ||
| + | * [[Dirichlet distribution|Dirichlet]] | ||
| + | * [[Gamma distribution|gamma]] | ||
| + | * [[Poisson distribution|Poisson]] | ||
| + | * [[Cauchy distribution|Cauchy]] | ||
| + | * [[chi-squared distribution|chi-squared]] | ||
| + | * Dirichlet | ||
| + | ** [[polytope]] | ||
| + | ** [[simplex]] | ||
| + | ** [[Dirichlet distribution]] | ||
| + | ** [[LDA|Latent Dirichlet Allocation]] | ||
| + | ** [[Dirichlet process]] | ||
==Matrix== | ==Matrix== | ||
2017년 7월 9일 (일) 21:51 판
- MAP/MLE
- Homoscedasticity /ˌhoʊmoʊskəˈdæstɪ-/
- Bayesian Statistics in simple English
- variational inference
- jaccard vs cityblock
- Euler integral
- FFT
- measure
- Regularization(cont.)
- Rayleigh quotient
- condition number
- Law of large numbers
- Central limit theorem
- uniform convergence learnable
- coordinate ascent
Distributions
Matrix
- Hermitian : self adjoint = conjugate transpose
- Hessenberg : almost triangular
- Hessian
- orthonormal
- tridiagonal (cont.), band
- unitary
- Gram
- positive, negative (semi-)definite
- Lanczos method, power method (cont.)
- Moore–Penrose pseudoinverse
- generalized eigen value problem?
- Decomposition