[−][src]Module argmin::prelude
Definition of all relevant traits and types
Re-export of all relevant traits
Put argmin::prelude::*
on top of your code to get all relevant traits into scope.
Modules
finitediff | Finite Differentiation |
macros | Macros |
modcholesky | Modified Cholesky decompositions Modified Cholesky decompositions |
Macros
check_param | Release an |
make_kv | Creates an |
Structs
ArgminBase | Storage for data needed by most solvers |
ArgminCheckpoint | |
ArgminIterData | The datastructure which is returned by the |
ArgminKV | A simple key-value storage |
ArgminLogger | Container for |
ArgminResult | Return struct for all solvers. |
ArgminSlogLogger | A logger based on |
ArgminWriter | |
Error | The |
MinimalNoOperator | |
NoOperator | |
WriteToFile |
Enums
ArgminError | |
CheckpointMode | |
TerminationReason | Indicates why the optimization algorithm stopped |
Traits
ArgminAdd | Add a |
ArgminDiv | (Pointwise) Divide a |
ArgminDot | Dot/scalar product of |
ArgminEye | |
ArgminInv | Compute the inverse ( |
ArgminIter | Main part of every solver: |
ArgminLineSearch | Defines a common interface to line search methods. Requires that |
ArgminLog | Defince the interface every logger needs to expose |
ArgminMul | (Pointwise) Multiply a |
ArgminNLCGBetaUpdate | Every method for the update of beta needs to implement this trait. |
ArgminNorm | Compute the l2-norm ( |
ArgminOp | This trait needs to be implemented for every operator/cost function. |
ArgminScaledAdd | Add a |
ArgminScaledSub | Subtract a |
ArgminSolver | Defines the interface to a solver. Usually, there is no need to implement this manually, use
the |
ArgminSub | Subtract a |
ArgminTranspose | |
ArgminTrustRegion | Defines a common interface to methods which calculate approximate steps for trust region
methods. Requires that |
ArgminWeightedDot | Dot/scalar product of |
ArgminWrite | Every writer (which is something that writes parameter vectors somewhere after each iteration) needs to implement this. |
ArgminZero | Return param vector of all zeros (for now, this is a hack. It should be done better) |
Functions
load_checkpoint |