API Documentation¶
This is the full API documentation of the pjautoml package.
pjautoml.cs: Configuration Space¶
Operand¶
graph.graph.Graph([name, path, nodes]) |
TODO. |
graph.node.Node([params, children]) |
Partial settings for a component. |
list.flist.ListCS(*css) |
Finite Config Space (FCS) is a representation of a discrete CS. |
list.flist.CList(*css) |
|
list.flist.FList(*css) |
Operator¶
Data-driven configuration space operator¶
optimization.modelfree.best.Best(listcs[, …]) |
|
optimization.modelfree.random.RandomSearch(cs) |
Configuration space operators¶
container.Container(*args, seed, name, path, …) |
TODO. |
map.Map(*args[, seed]) |
TODO. |
multi.Multi(*args[, seed]) |
TODO. |
sample.Sample(cs[, n]) |
TODO. |
chain.Chain(*css, **kwargs) |
TODO. |
select.Select(*css, **kwargs) |
TODO. |
shuffle.Shuffle(*css, **kwargs) |
A permutation is sampled. |
pjautoml.util: Util Classes and Functions¶
parameter.Param(function, **kwargs) |
Base class for all kinds of algorithm (hyper)parameters. |
parameter.CatP(function, **kwargs) |
|
parameter.IntP(function, **kwargs) |
|
parameter.FixedP(value) |
|
parameter.OrdP(function, **kwargs) |
|
parameter.RealP(function, **kwargs) |
pjautoml.abs: Abstract Classes and Mixin¶
The pjautoml.abs submodule contains abstract classes and mixin.
mixin.asoperand.AsOperandCS |