Examples#
Examples that show how to work with custom datasets and pipelines
Datasets#
Custom Dataset - Basics
Custom Dataset - A real world example
Custom Dataset - A real world example
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
GridSearchCV
Custom Optuna Optimizer
Build-in Optuna Optimizers
Validation#
Validation
Cross Validation
Custom Scorer
Advanced cross-validation
Framework Integrations#
Tensorflow/Keras
Advanced Recipies#
Caching
Dataclass and Attrs support
Composite-Algorithms and Pipelines
Composite-Algorithms and Pipelines
TypedIterator
Optimization Info