root_mcp.extended package

Extended analysis functionality with scipy/matplotlib dependencies.

Subpackages

• root_mcp.extended.analysis package
  • AnalysisOperations
    • AnalysisOperations.__init__()
    • AnalysisOperations.apply_selection()
    • AnalysisOperations.compute_histogram()
    • AnalysisOperations.compute_histogram_2d()
    • AnalysisOperations.compute_histogram_arithmetic()
    • AnalysisOperations.compute_kinematics()
    • AnalysisOperations.compute_profile()
    • AnalysisOperations.export_to_formats()
  • CorrelationAnalysis
    • CorrelationAnalysis.__init__()
    • CorrelationAnalysis.compute_correlation()
    • CorrelationAnalysis.compute_correlation_matrix()
    • CorrelationAnalysis.compute_covariance_matrix()
    • CorrelationAnalysis.compute_mutual_information()
  • HistogramOperations
    • HistogramOperations.__init__()
    • HistogramOperations.compute_histogram_1d()
    • HistogramOperations.compute_histogram_2d()
    • HistogramOperations.compute_profile()
  • KinematicsOperations
    • KinematicsOperations.__init__()
    • KinematicsOperations.compute_boost_to_cm()
    • KinematicsOperations.compute_dalitz_variables()
    • KinematicsOperations.compute_delta_r()
    • KinematicsOperations.compute_invariant_mass()
    • KinematicsOperations.compute_transverse_mass()
  • SafeExprEvaluator
    • SafeExprEvaluator.__init__()
    • SafeExprEvaluator.generic_visit()
    • SafeExprEvaluator.visit_BinOp()
    • SafeExprEvaluator.visit_Call()
    • SafeExprEvaluator.visit_Compare()
    • SafeExprEvaluator.visit_Constant()
    • SafeExprEvaluator.visit_Expression()
    • SafeExprEvaluator.visit_Name()
    • SafeExprEvaluator.visit_UnaryOp()
  • fit_histogram()
  • fit_histogram_2d()
  • generate_plot()
  • strip_outer_parens()
  • translate_leaf_expr()
  • Submodules
    • root_mcp.extended.analysis.correlations module
      • CorrelationAnalysis
    • root_mcp.extended.analysis.expression module
      • SafeExprEvaluator
      • strip_outer_parens()
      • translate_leaf_expr()
    • root_mcp.extended.analysis.fitting module
      • CompositeModel
      • CustomModel
      • ModelInfo
      • crystal_ball()
      • exponential()
      • fit_histogram()
      • fit_histogram_2d()
      • gaussian()
      • gaussian_2d()
      • polynomial()
      • polynomial_2d()
    • root_mcp.extended.analysis.histograms module
      • HistogramOperations
    • root_mcp.extended.analysis.kinematics module
      • KinematicsOperations
    • root_mcp.extended.analysis.operations module
      • AnalysisOperations
    • root_mcp.extended.analysis.plotting module
      • generate_plot()
• root_mcp.extended.root_native package
  • CodeValidator
    • CodeValidator.__init__()
    • CodeValidator.validate()
  • RootCodeExecutor
    • RootCodeExecutor.__init__()
    • RootCodeExecutor.execute()
  • ValidationResult
    • ValidationResult.__init__()
    • ValidationResult.add_error()
    • ValidationResult.add_warning()
    • ValidationResult.errors
    • ValidationResult.is_valid
    • ValidationResult.warnings
  • Submodules
    • root_mcp.extended.root_native.executor module
      • ExecutionResult
      • RootCodeExecutor
    • root_mcp.extended.root_native.sandbox module
      • CodeValidator
      • ValidationResult
    • root_mcp.extended.root_native.templates module
      • rdataframe_histogram()
      • rdataframe_snapshot()
      • roofit_fit()
      • root_file_write()
      • root_macro()
      • tcanvas_plot()
• root_mcp.extended.tools package
  • AnalysisTools
    • AnalysisTools.__init__()
    • AnalysisTools.apply_selection()
    • AnalysisTools.compute_histogram()
    • AnalysisTools.compute_histogram_2d()
    • AnalysisTools.compute_histogram_arithmetic()
    • AnalysisTools.compute_kinematics()
    • AnalysisTools.export_branches()
    • AnalysisTools.fit_histogram()
    • AnalysisTools.generate_plot()
  • PlottingTools
    • PlottingTools.__init__()
    • PlottingTools.plot_histogram_1d()
    • PlottingTools.plot_histogram_2d()
  • RootNativeTools
    • RootNativeTools.__init__()
    • RootNativeTools.run_rdataframe()
    • RootNativeTools.run_root_code()
    • RootNativeTools.run_root_macro()
  • Submodules
    • root_mcp.extended.tools.analysis module
      • AnalysisTools
    • root_mcp.extended.tools.plotting module
      • PlottingTools
    • root_mcp.extended.tools.root_native module
      • RootNativeTools