addConstraint | Add constraints to optimization problem |
convex_setup | Doing the setup for the package convexjlr |
cvx_optim | Solve optimization problem |
dot | Inner product |
dotsort | Inner product of two vectors after sorted |
entropy | sum(-x * log(x)) |
Expr | Create expressions to be used for optimization problem... |
geomean | Geometric mean of x and y |
huber | Huber loss |
J | Make a variable to be of Julia's awareness |
lambdamax | Largest eigenvalues of x |
lambdamin | Smallest eigenvalues of x |
logdet | Log of determinant of x |
logisticloss | log(1 + exp(x)) |
logsumexp | log(sum(exp(x))) |
matrixfrac | x^T P^-1 x |
maximum | Largest elements |
minimum | Smallest elements |
neg | Negative parts |
norm | p-norm of x |
nuclearnorm | Sum of singular values of x |
operatornorm | Largest singular value of x |
pos | Positive parts |
problem_creating | Create optimization problem |
property | Get properties of optimization problem |
quadform | x^T P x |
square | Square of x |
sumlargest | Sum of the largest elements |
sumsmallest | Sum of the smallest elements |
sumsquares | Sum of squares of x |
tr | Trace of matrix |
value | Get values of expressions at optimizer |
variable_creating | Create variable for optimization problem |
vec | Vector representation |
vecdot | Inner product of vector representation of two matrices |
vecnorm | p-norm of vector representation of x |
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