API Reference

Public API

High-level interpretability functions:

gpclarity.summarize_kernel
gpclarity.interpret_lengthscale
gpclarity.interpret_variance
gpclarity.format_kernel_tree
gpclarity.compute_complexity_score
gpclarity.compute_roughness_score
gpclarity.compute_noise_ratio
gpclarity.count_kernel_components
gpclarity.check_model_health
gpclarity.extract_kernel_params_flat
gpclarity.get_lengthscale
gpclarity.get_noise_variance

Core Classes

gpclarity.UncertaintyProfiler
gpclarity.HyperparameterTracker
gpclarity.DataInfluenceMap

Module Reference

• Kernel Summary
• Uncertainty Analysis
• Model Complexity
• Hyperparameter Tracker
• Data Influence
• Exceptions
• Utilities
• Plotting