Examples#

Examples that show how to work with custom datasets and pipelines

Datasets#

Custom Dataset - Basics

Custom Dataset - Basics

Custom Dataset - Basics
Custom Dataset - A real world example

Custom Dataset - A real world example

Custom Dataset - A real world example
The final ECG Example dataset

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

Algorithms - A real world example: QRS-Detection
The final QRS detection algorithms

The final QRS detection algorithms

The final QRS detection algorithms

Parameter Optimization#

Grid Search optimal Algorithm Parameter

Grid Search optimal Algorithm Parameter

Grid Search optimal Algorithm Parameter
Optimizable Pipelines

Optimizable Pipelines

Optimizable Pipelines
GridSearchCV

GridSearchCV

GridSearchCV
Custom Optuna Optimizer

Custom Optuna Optimizer

Custom Optuna Optimizer

Validation#

Cross Validation

Cross Validation

Cross Validation
Custom Scorer

Custom Scorer

Custom Scorer

Other Features#

Dataclasses support

Dataclasses support

Dataclasses support

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