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#

Validation

Validation

Cross Validation

Cross Validation

Custom Scorer

Custom Scorer

Framework Integrations#

Tensorflow/Keras

Tensorflow/Keras

Advanced Recipies#

Caching

Caching

Dataclass and Attrs support

Dataclass and Attrs support

Composite-Algorithms and Pipelines

Composite-Algorithms and Pipelines

TypedIterator

TypedIterator

Optimization Info

Optimization Info

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