CliMB

CliMB: Clinical Machine learning Builder. An AI-enabled partner for clinical predictive modeling.

Contents

• Overview
  • 🏥 Overview
  • 🔏 Data Privacy
  • 📦 Installation
  • 🚀 Usage
  • 📝 Disclaimer
  • ✍️ Citing
• Data Privacy
  • Data privacy related laws and regulations
  • CliMB’s privacy-preserving features
  • Privacy implications of using third-party LLMs
  • Data privacy policies and terms of proprietary LLM providers
  • General data privacy concepts
  • Additional resources
• Installation
  • 1. 🐍 Set up the conda environments
  • 2. 🔑 Obtain the API keys for the third-party LLM
  • 3. 📈 Install the CliMB package
  • 📦⏫ Updating CliMB
  • 🖥️ System Requirements
• Quickstart Guide
  • Launch the CliMB UI
  • Start a new session
  • Become familiar with a CliMB session workflow
• Troubleshooting
  • Windows: OSError: cannot load library 'pangoft2...'
  • conda not found (OSError: file not found)
• FAQ
• Tools Reference
  • AutoprognosisClassification
  • AutoprognosisClassificationTrainTest
  • AutoprognosisExplainerInvase
  • AutoprognosisExplainerSymbolicPursuit
  • AutoprognosisRegression
  • AutoprognosisRegressionTrainTest
  • AutoprognosisSubgroupEvaluation
  • AutoprognosisSurvival
  • AutoprognosisSurvivalTrainTest
  • BalanceData
  • BorutaFeatureSelection
  • CleanlabOutlierDetection
  • ConformalPrediction
  • DataIQInsights
  • DataSuiteInsights
  • DescriptiveStatistics
  • ExploratoryDataAnalysis
  • FeatureExtractionFromText
  • HardwareInfo
  • HyperImputeImputation
  • HyperImputeImputationTrainTest
  • KNNShapleyValuation
  • PermutationExplainer
  • ShapExplainer
  • SmartTesting
  • UploadAndSummarizeExamplePaper
  • UploadDataFile
  • UploadDataMultipleFiles
• Contributing Guide
  • Issue Reports
  • Documentation Improvements
  • Code Contributions
  • Maintainer tasks
• Developer's Guide
  • Code structure
  • Engine
  • Tools
  • UI
• License
• Authors
  • Community contributors
• Changelog
• API Reference
  • climb package

Indices and tables

• Index

• Module Index

• Search Page