Examples

Examples that show how to work with custom datasets and pipelines

Datasets

Custom Dataset - Basics

Custom Dataset - Basics

Custom Dataset - A real world example

Custom Dataset - A real world example

The final ECG Example dataset

The final ECG Example dataset

Algorithms

Algorithms - A real world example: QRS-Detection

Algorithms - A real world example: QRS-Detection

The final QRS detection algorithms

The final QRS detection algorithms

Parameter Optimization

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

Cross Validation

Cross Validation

Custom Scorer

Custom Scorer

Other Features

Dataclass and Attrs support

Dataclass and Attrs support

Composite-Algorithms and Pipelines

Composite-Algorithms and Pipelines

Optimization Info

Optimization Info