nirs4all.visualization package

Subpackages

• nirs4all.visualization.analysis package
  • Submodules
    • nirs4all.visualization.analysis.branch module
      • BranchAnalyzer
      • BranchSummary
    • nirs4all.visualization.analysis.shap module
      • ShapAnalyzer
    • nirs4all.visualization.analysis.transfer module
      • PreprocPCAEvaluator
• nirs4all.visualization.chart_utils package
  • Submodules
    • nirs4all.visualization.chart_utils.aggregator module
    • nirs4all.visualization.chart_utils.annotator module
      • ChartAnnotator
    • nirs4all.visualization.chart_utils.matrix_builder module
      • MatrixBuilder
    • nirs4all.visualization.chart_utils.normalizer module
      • ScoreNormalizer
    • nirs4all.visualization.chart_utils.predictions_adapter module
      • PredictionsAdapter
• nirs4all.visualization.charts package
  • Submodules
    • nirs4all.visualization.charts.base module
      • BaseChart
    • nirs4all.visualization.charts.candlestick module
      • CandlestickChart
    • nirs4all.visualization.charts.config module
    • nirs4all.visualization.charts.confusion_matrix module
      • ConfusionMatrixChart
    • nirs4all.visualization.charts.heatmap module
      • HeatmapChart
    • nirs4all.visualization.charts.histogram module
      • ScoreHistogramChart
    • nirs4all.visualization.charts.top_k_comparison module
      • TopKComparisonChart

Submodules

• nirs4all.visualization.display module
  • finalize_figures()
  • has_interactive_display()
  • normalize_figures()
• nirs4all.visualization.naming module
• nirs4all.visualization.pipeline_diagram module
  • PipelineDiagram
    • PipelineDiagram.NODE_STYLES
    • PipelineDiagram.from_trace()
    • PipelineDiagram.render()
  • PipelineNode
    • PipelineNode.branch_id
    • PipelineNode.branch_name
    • PipelineNode.children_ids
    • PipelineNode.duration_ms
    • PipelineNode.features_shape
    • PipelineNode.id
    • PipelineNode.input_layout_shape
    • PipelineNode.label
    • PipelineNode.metadata
    • PipelineNode.node_type
    • PipelineNode.output_layout_shape
    • PipelineNode.parent_ids
    • PipelineNode.shape_after
    • PipelineNode.shape_before
    • PipelineNode.step_index
    • PipelineNode.substep_index
  • plot_pipeline_diagram()
• nirs4all.visualization.prediction_cache module
  • CacheKey
  • PredictionCache
    • PredictionCache.__len__()
    • PredictionCache.clear()
    • PredictionCache.get()
    • PredictionCache.get_or_compute()
    • PredictionCache.get_stats()
    • PredictionCache.make_key()
    • PredictionCache.put()
• nirs4all.visualization.predictions module
  • PredictionAnalyzer
    • PredictionAnalyzer.branch_summary()
    • PredictionAnalyzer.clear_cache()
    • PredictionAnalyzer.generate_report()
    • PredictionAnalyzer.get_branch_ids()
    • PredictionAnalyzer.get_branches()
    • PredictionAnalyzer.get_cache_stats()
    • PredictionAnalyzer.get_cached_predictions()
    • PredictionAnalyzer.plot_branch_boxplot()
    • PredictionAnalyzer.plot_branch_comparison()
    • PredictionAnalyzer.plot_branch_diagram()
    • PredictionAnalyzer.plot_branch_heatmap()
    • PredictionAnalyzer.plot_candlestick()
    • PredictionAnalyzer.plot_confusion_matrix()
    • PredictionAnalyzer.plot_heatmap()
    • PredictionAnalyzer.plot_histogram()
    • PredictionAnalyzer.plot_nested_branches()
    • PredictionAnalyzer.plot_top_k()
• nirs4all.visualization.reports module