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pdstools
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pdstools

Getting Started

  • Installation
  • Getting Started
  • ADM Health Check

Examples

  • Example ADM analysis
  • Example IH (Interaction History) Analysis
  • Value Finder Analysis
  • Explainability Extract Analysis
  • Decision Analyzer
  • HDS (Historical Data Set) Analysis and Finding new Features
  • Customer Profiles from ADM-NB Models
  • Deep Dive into ADM AGB models

Articles

  • Thompson Sampling
  • ADM Explained

Reference Information

  • Additional References
    • Changelog
    • GitHub Repository

Documentation

  • Command Line Interface
  • API Reference
    • queries
    • pdstools
      • pdstools.adm
        • pdstools.adm.ADMDatamart
        • pdstools.adm.ADMTrees
        • pdstools.adm.Aggregates
        • pdstools.adm.BinAggregator
        • pdstools.adm.CDH_Guidelines
        • pdstools.adm.Plots
        • pdstools.adm.Reports
        • pdstools.adm.Schema
      • pdstools.app
        • pdstools.app.decision_analyzer
          • pdstools.app.decision_analyzer.Home
          • pdstools.app.decision_analyzer.da_streamlit_utils
          • pdstools.app.decision_analyzer.pages
            • pdstools.app.decision_analyzer.pages.10_Arbitration_Component_Distribution
            • pdstools.app.decision_analyzer.pages.11_Business_Lever_Analysis
            • pdstools.app.decision_analyzer.pages.1_Global_Filters
            • pdstools.app.decision_analyzer.pages.2_Global_Dashboard
            • pdstools.app.decision_analyzer.pages.3_Action_Distribution
            • pdstools.app.decision_analyzer.pages.4_Action_Funnel
            • pdstools.app.decision_analyzer.pages.5_Global_Sensitivity
            • pdstools.app.decision_analyzer.pages.6_Win_Loss_Analysis
            • pdstools.app.decision_analyzer.pages.7_Personalization_Analysis
        • pdstools.app.health_check
          • pdstools.app.health_check.Home
          • pdstools.app.health_check.pages
            • pdstools.app.health_check.pages.1_Data_Import
            • pdstools.app.health_check.pages.2_Data_Filters
            • pdstools.app.health_check.pages.3_Reports
      • pdstools.cli
      • pdstools.decision_analyzer
        • pdstools.decision_analyzer.data_read_utils
        • pdstools.decision_analyzer.decision_data
        • pdstools.decision_analyzer.plots
        • pdstools.decision_analyzer.table_definition
        • pdstools.decision_analyzer.utils
      • pdstools.explanations
        • pdstools.explanations.Aggregate
        • pdstools.explanations.Explanations
        • pdstools.explanations.ExplanationsUtils
        • pdstools.explanations.FilterWidget
        • pdstools.explanations.Plots
        • pdstools.explanations.Preprocess
        • pdstools.explanations.Reports
      • pdstools.ih
        • pdstools.ih.Aggregates
        • pdstools.ih.IH
        • pdstools.ih.Plots
      • pdstools.impactanalyzer
        • pdstools.impactanalyzer.ImpactAnalyzer
        • pdstools.impactanalyzer.Plots
      • pdstools.infinity
        • pdstools.infinity.client
        • pdstools.infinity.internal
          • pdstools.infinity.internal._auth
          • pdstools.infinity.internal._base_client
          • pdstools.infinity.internal._constants
          • pdstools.infinity.internal._exceptions
          • pdstools.infinity.internal._pagination
          • pdstools.infinity.internal._resource
        • pdstools.infinity.resources
          • pdstools.infinity.resources.knowledge_buddy
            • pdstools.infinity.resources.knowledge_buddy.knowledge_buddy
          • pdstools.infinity.resources.prediction_studio
            • pdstools.infinity.resources.prediction_studio.async_base
            • pdstools.infinity.resources.prediction_studio.base
            • pdstools.infinity.resources.prediction_studio.local_model_utils
            • pdstools.infinity.resources.prediction_studio.types
            • pdstools.infinity.resources.prediction_studio.v24_1
              • pdstools.infinity.resources.prediction_studio.v24_1.prediction
              • pdstools.infinity.resources.prediction_studio.v24_1.prediction_studio
              • pdstools.infinity.resources.prediction_studio.v24_1.repository
            • pdstools.infinity.resources.prediction_studio.v24_2
              • pdstools.infinity.resources.prediction_studio.v24_2.champion_challenger
              • pdstools.infinity.resources.prediction_studio.v24_2.datamart_export
              • pdstools.infinity.resources.prediction_studio.v24_2.model
              • pdstools.infinity.resources.prediction_studio.v24_2.model_upload
              • pdstools.infinity.resources.prediction_studio.v24_2.prediction
              • pdstools.infinity.resources.prediction_studio.v24_2.prediction_studio
              • pdstools.infinity.resources.prediction_studio.v24_2.repository
      • pdstools.pega_io
        • pdstools.pega_io.API
        • pdstools.pega_io.Anonymization
        • pdstools.pega_io.File
        • pdstools.pega_io.S3
      • pdstools.prediction
        • pdstools.prediction.Prediction
      • pdstools.reports
      • pdstools.utils
        • pdstools.utils.cdh_utils
        • pdstools.utils.datasets
        • pdstools.utils.errors
        • pdstools.utils.namespaces
        • pdstools.utils.pega_template
        • pdstools.utils.polars_ext
        • pdstools.utils.report_utils
        • pdstools.utils.show_versions
        • pdstools.utils.streamlit_utils
        • pdstools.utils.table_definitions
        • pdstools.utils.types
      • pdstools.valuefinder
        • pdstools.valuefinder.Aggregates
        • pdstools.valuefinder.Plots
        • pdstools.valuefinder.Schema
        • pdstools.valuefinder.ValueFinder
    • generate_report
    • 9_Thresholding_Analysis
    • 8_Offer_Quality_Analysis
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Additional ReferencesΒΆ

References:

  • Changelog
  • GitHub Repository
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