nirs4all.operators.filters package

Submodules

• nirs4all.operators.filters.base module
  • CompositeFilter
    • CompositeFilter.exclusion_reason
    • CompositeFilter.fit()
    • CompositeFilter.get_filter_stats()
    • CompositeFilter.get_mask()
• nirs4all.operators.filters.high_leverage module
• nirs4all.operators.filters.metadata module
• nirs4all.operators.filters.native module
  • NativeRoleFilter
    • NativeRoleFilter.exclusion_reason
    • NativeRoleFilter.fit()
    • NativeRoleFilter.get_mask()
  • as_sample_filter()
• nirs4all.operators.filters.report module
  • FilterResult
    • FilterResult.excluded_indices
    • FilterResult.exclusion_rate
    • FilterResult.filter_name
    • FilterResult.n_excluded
    • FilterResult.n_kept
    • FilterResult.n_samples
    • FilterResult.reason
    • FilterResult.stats
    • FilterResult.to_dict()
  • FilteringReport
    • FilteringReport.add_filter_result()
    • FilteringReport.cascade_to_augmented
    • FilteringReport.combined_mode
    • FilteringReport.dataset_name
    • FilteringReport.filter_results
    • FilteringReport.final_exclusion_rate
    • FilteringReport.n_augmented_excluded
    • FilteringReport.n_final_excluded
    • FilteringReport.n_final_kept
    • FilteringReport.n_total_samples
    • FilteringReport.partition
    • FilteringReport.print_report()
    • FilteringReport.summary()
    • FilteringReport.timestamp
    • FilteringReport.to_dict()
    • FilteringReport.to_json()
  • FilteringReportGenerator
    • FilteringReportGenerator.compare_filters()
    • FilteringReportGenerator.create_report()
    • FilteringReportGenerator.generate_from_indexer()
• nirs4all.operators.filters.spectral_quality module
  • SpectralQualityFilter
    • SpectralQualityFilter.__repr__()
    • SpectralQualityFilter.exclusion_reason
    • SpectralQualityFilter.fit()
    • SpectralQualityFilter.get_filter_stats()
    • SpectralQualityFilter.get_mask()
    • SpectralQualityFilter.get_quality_breakdown()
• nirs4all.operators.filters.x_outlier module
• nirs4all.operators.filters.y_outlier module
  • YOutlierFilter
    • YOutlierFilter.__repr__()
    • YOutlierFilter.exclusion_reason
    • YOutlierFilter.fit()
    • YOutlierFilter.get_filter_stats()
    • YOutlierFilter.get_mask()