Parameter#

tpcp.Parameter[source]#

Mark class attribute as a simple parameter for an algorithm or pipeline.

Generally this is not required, as all parameters listed in the init and not annotated by any other fields types, are considered plain parameters. However, if you want to be explicit you can use this type annotation.

alias of T[T]

Examples using tpcp.Parameter#

Algorithms - A real world example: QRS-Detection

Algorithms - A real world example: QRS-Detection

The final QRS detection algorithms

The final QRS detection algorithms

Grid Search optimal Algorithm Parameter

Grid Search optimal Algorithm Parameter

Optimizable Pipelines

Optimizable Pipelines

GridSearchCV

GridSearchCV

Custom Optuna Optimizer

Custom Optuna Optimizer

Build-in Optuna Optimizers

Build-in Optuna Optimizers

Validation

Validation

Cross Validation

Cross Validation

Custom Scorer

Custom Scorer

Dataclass and Attrs support

Dataclass and Attrs support

Optimization Info

Optimization Info