Sensor2EventLog

Getting Started

  • Introduction
  • Installation
  • Quickstart

User Guide

  • Core Concepts
  • Feature Plan Reference
  • Usage
  • Configuration
  • Outputs

Examples & Reference

  • Tutorial
  • API Reference
Sensor2EventLog
  • Welcome to Sensor2EventLog’s documentation!
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Welcome to Sensor2EventLog’s documentation!

Sensor2EventLog is a knowledge-guided framework that transforms raw sensor data into process-aware event logs by incorporating Machine Teaching (MT) principles. The core of the framework is a modular abstraction layer embedded in an interactive teaching loop — planning, explaining, and reviewing — where human experts map sensor behaviors to process states.

Getting Started

  • Introduction
    • Why Sensor2EventLog?
    • The Machine Teaching loop
    • Who is this for?
  • Installation
    • Requirements
    • From source
    • From PyPI
    • Verifying the install
  • Quickstart
    • Run the toy walkthrough
    • Run the main pipeline

User Guide

  • Core Concepts
    • Modular abstraction layer
    • Supervised vs unsupervised HMM
    • From state sequence to event log
  • Feature Plan Reference
    • Schema
    • Statistical
    • Temporal
    • Stability
    • Interaction
    • Event predicates
  • Usage
    • Using the pipeline class
    • run() parameters
    • Working with the resulting event log
    • Using the script entry point
  • Configuration
    • PROCESS_STATES
    • FEATURE_CONFIG
    • HMM_CONFIG
    • DIAGNOSTIC_CONFIG
    • VISUALIZATION_CONFIG
    • PATHS
    • Overriding configuration
  • Outputs
    • Event log (event_log.csv)
    • Filtered event log (filtered_log.csv)
    • Gantt chart (gantt_chart.png)
    • Results summary (results.txt)
    • Other export formats

Examples & Reference

  • Tutorial
    • Running it
    • What it produces
    • Further tutorials
  • API Reference
    • Core pipeline
    • Machine Teaching loop
    • Event log
    • Feature library
    • Rule diagnostics
    • Models
    • Utilities
    • Configuration

Indices and tables

  • Index

  • Module Index

  • Search Page

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© Copyright 2026, Azin Moradbeikie.

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