Zzong's Notes

❯

math

44개의 글

backtracking line search
- optimization
Cauchy–Schwarz inequality
- linear_algebra
chain rule (calculus)
- calculus
combination
- probability
concave function
- math
- numerical_method
conjugate gradients
- optimization
- numerical_method
constrained optimization problem
- optimization
cosine similarity
derivative
- math linear_algebra
directional derivative
- calculus
- differentitation
gaussian integral
- math
Hadmard product
- math
Hellinger distance
- statistic
- machine_learning
Indicator function
- math
interpolation
- math
Iteratively Reweighted Least Squares
L-BFGS-B
- optimization
Laplace approximation
- statistic
- bayesian_inference
Laplace Smoothing
law of cosines
- math
line search
- optimization
linear program
- optimization
logarithmic
- math
matrix calculus
- differentitation
Mean Normalization
- feature_engineering
Multivariable calculus
- calculus
partial derivatives
- differentitation
- calculus
permutation
- math
power rule
- differentitation
power series representation
- math
product rule
- statistic
- bayesian
quadratic function
- math
Quotient rule
- differentitation
- calculus
scale invariant
- machine_learning
- linear_regression
Schwarz inequality
- linear_algebra
simplex
- math
square root law
- math
- statistic
sum rule
- statistic
tangent plane
- differentitation
- calculus
Taylor Approximation
trapezoidal rule
- formula
Triangle inequality
vector
- linear_algebra
등차수열
- math