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tpcp 0.14.0 documentation

Site Navigation

  • Getting Started
  • User Guides
  • API Reference
  • Examples
  • Changelog

Site Navigation

  • Getting Started
  • User Guides
  • API Reference
  • Examples
  • Changelog

Section Navigation

  • Datasets
    • Custom Dataset - Basics
    • Custom Dataset - A real world example
    • The final ECG Example dataset
  • Algorithms
    • Algorithms - A real world example: QRS-Detection
    • The final QRS detection algorithms
  • Parameter Optimization
    • Grid Search optimal Algorithm Parameter
    • Optimizable Pipelines
    • GridSearchCV
    • Custom Optuna Optimizer
  • Validation
    • Cross Validation
    • Custom Scorer
  • Other Features
    • Dataclass and Attrs support
    • Composite-Algorithms and Pipelines
    • Optimization Info

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
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