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  • MLPro - Elevate your machine learning journey

Welcome to MLPro

  • 1. Introduction
  • 2. Getting started
  • 3. News ticker

Basic Functions

  • 4. MLPro-BF - Basic Functions

Machine Learning

  • 5. MLPro-SL - Supervised Learning
  • 6. MLPro-OA - Online Adaptivity
  • 7. MLPro-RL - Reinforcement Learning
  • 8. MLPro-GT - Game Theory

Extension Hub

  • 9. General information
  • 10. Third-party extensions

Appendices

  • A1 - Example pool
  • A2 - API reference
    • MLPro-BF - Basic Functions
      • Layer 0 - Elementary functions
      • Layer 1 - Computation
      • Layer 2 - Mathemathics
      • Layer 3 - Application support
        • BF-STREAMS - Stream processing
        • BF-PHYSICS - Physics
        • BF-PHYSICS-UNITCONVERTER - Unit Converters
        • BF-SYSTEMS - State-based Systems
        • BF-CONTROL - Closed-loop Control
      • Layer 4 - Machine learning
    • MLPro-SL - Supervised Learning
    • MLPro-OA - Online Adaptivity
    • MLPro-RL - Reinforcement Learning
    • MLPro-GT - Game Theory
    • 3rd Party Support
  • A3 - Project MLPro
MLPro Documentations
  • A2 - API reference
  • MLPro-BF - Basic Functions
  • Layer 3 - Application support
  • Edit on GitHub

Layer 3 - Application support

  • BF-STREAMS - Stream processing
    • Feature
    • Label
    • InstId
    • Instance
    • InstType
    • Sampler
    • Stream
    • StreamShared
    • MultiStream
    • StreamProvider
    • StreamTask
    • StreamHelper
    • StreamTaskHelper
    • StreamWorkflow
    • StreamScenario
    • Pool objects
  • BF-PHYSICS - Physics
    • TransferFunction
  • BF-PHYSICS-UNITCONVERTER - Unit Converters
    • UnitConverter
  • BF-SYSTEMS - State-based Systems
    • State
    • Action
    • ActionElement
    • FctSTrans
    • FctSuccess
    • FctBroken
    • Sensor
    • Actuator
    • SAGateway
    • SystemShared
    • System
    • MultiSystem
    • DemoScenario
    • Pool objects
  • BF-CONTROL - Closed-loop Control
    • ControlData
    • get_ctrl_data()
    • replace_ctrl_data()
    • SetPoint
    • ControlError
    • ControlVariable
    • ControlledVariable
    • ControlTask
    • Operator
    • Controller
    • ControllerFct
    • ControlledSystem
    • ControlPanel
    • ControlShared
    • ControlWorkflow
    • ControlSystem
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