aiqclib

📘 Getting Started

  • Overview
  • Step 1: Installation
  • Step 2: Dataset Preparation
  • Step 3: Training & Evaluation
  • Step 4: Classification

💡 How-To Guides

  • Quick Start
  • Data Preprocessing Utilities
  • Algorithm Selection
  • Prediction Threshold
  • Classifying With or Without Labels
  • Running Near-Real Time Quality Control (NRT QC)
  • Performance Evaluation
  • SHAP Values
  • Down-sampling of the Negative Dataset
  • Feature Normalization
  • Selecting Specific Configurations

⚙️ Configuration

  • Configuration of Dataset Preparation
  • Configuration of Training & Evaluation
  • Configuration of Classification
  • Configuration of Near-Real Time QC

📊 Features

  • Location
  • Day of the Year
  • Basic Values
  • Profile Summary Statistics
  • Neighboring Values (Up and Down)

🧩 API Reference

  • aiqclib
    • aiqclib package
      • aiqclib Interface Module
      • classify_dataset()
      • create_training_dataset()
      • format_summary_stats()
      • get_summary_stats()
      • read_config()
      • read_shap_scores()
      • run_nrt_qc()
      • train_and_evaluate()
      • write_config_template()
      • Subpackages
        • aiqclib.classify package
        • aiqclib.common package
        • aiqclib.interface package
        • aiqclib.nrtqc package
        • aiqclib.prepare package
        • aiqclib.train package
aiqclib
  • aiqclib
  • aiqclib package
  • aiqclib.nrtqc package
  • View page source

aiqclib.nrtqc package

Subpackages

  • aiqclib.nrtqc.step1_read_input package
    • Submodules
    • aiqclib.nrtqc.step1_read_input.dataset_all module
      • InputDataSetAll
        • InputDataSetAll.expected_class_name
  • aiqclib.nrtqc.step2_run_qc package
    • Submodules
    • aiqclib.nrtqc.step2_run_qc.dataset_all module
      • QCDataSetAll
        • QCDataSetAll.expected_class_name
    • aiqclib.nrtqc.step2_run_qc.qc_base module
      • DEFERRED_QC_ITEMS
      • QCDataSetBase
        • QCDataSetBase.default_file_name
        • QCDataSetBase.input_data
        • QCDataSetBase.output_file_name
        • QCDataSetBase.qc_data
        • QCDataSetBase.qc_item_columns()
        • QCDataSetBase.run_qc_items()
        • QCDataSetBase.write_qc_data()
  • aiqclib.nrtqc.step3_concat_flags package
    • Submodules
    • aiqclib.nrtqc.step3_concat_flags.concat_base module
      • ConcatFlagsBase
        • ConcatFlagsBase.concat_flags()
        • ConcatFlagsBase.default_file_name
        • ConcatFlagsBase.merged_data
        • ConcatFlagsBase.output_file_name
        • ConcatFlagsBase.write_merged_data()
    • aiqclib.nrtqc.step3_concat_flags.dataset_all module
      • ConcatDataSetAll
        • ConcatDataSetAll.expected_class_name
  • aiqclib.nrtqc.step4_compare_flags package
    • Submodules
    • aiqclib.nrtqc.step4_compare_flags.compare_base module
      • CompareFlagsBase
        • CompareFlagsBase.compare()
        • CompareFlagsBase.compare_targets()
        • CompareFlagsBase.default_file_name
        • CompareFlagsBase.merged_data
        • CompareFlagsBase.output_file_names
        • CompareFlagsBase.reports
        • CompareFlagsBase.write_reports()
      • REPORT_SCHEMA
    • aiqclib.nrtqc.step4_compare_flags.dataset_all module
      • CompareFlagsAll
        • CompareFlagsAll.expected_class_name
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