Welcome to eIQ Time Series Studio’s documentation!

Overview

• Overview
  • System Workflow
    • Bring Your Own Data (BYOD)
    • Bring Your Own Model (BYOM)
  • System Architecture
  • System Requirements
  • Target Users
  • Main Functions
• Time Series Concept
  • Time Series AI/ML Algorithms
    • Anomaly Detection
    • n-Class Classification
    • 1-Class Classification
    • Regression
  • Time Series Applications
• Time Series Data
  • Continuous Data
  • Segmented Data
  • eIQ Time Series Studio Data Format
    • Anomaly Detection
    • n-Class Classification
    • 1-Class Classification
    • Regression
    • Data Format Conversion

Quick Start

• Homepage
• Quick Start
  • Launch eIQ Time Series Studio
  • Telemetry Consent Acceptance
  • Login NXP Account
    • NXP Employee Login
    • External User Login
  • Function Panel
  • Task Selection
  • Project Creation
  • Dataset Loading
  • Model Training
  • Model Input
  • Model Emulation
  • Model Deployment

Create Project

• Projects
  • Anomaly Detection
  • n-Class Classification
  • 1-Class Classification
  • Regression

Input Data

• Dataset
  • Data Import
    • Data Preview
    • Rename the Channel Names
    • Anomaly Detection
    • n-Class Classification
    • 1-Class Classification
    • Regression
  • Data Visualization
    • Overall Sample Distribution
      • Anomaly Detection
      • Classification
      • Regression
    • Raw Data
    • Temporal Domain
    • Statistical Domain
    • Spectral Domain
    • Multiclass Compare

Start Training

• Training
  • Function Layout
    • Anomaly Detection
    • n-Class Classification
    • 1-Class Classification
    • Regression
  • Training Process
    • Start New Training
      • New Training
      • Use Trained Model
    • Pause/Stop Training
    • Training Record Management
  • Model List and Code License
    • Classical Machine Learning Model List
    • Deep Learning Model List

Bring Your Own Model

• Bring your own model (BYOM)
  • Functions supported by BYOM
  • BYOM Process
    • Prerequisites for a BYOM project
    • Step 1 Create a BYOM project
    • Step 2 Provide a dataset for the BYOM project
    • Step 3 Perform model conversion
    • Step 4 Perform model emulation
    • Step 5 Perform model deployment

Emulation & Benchmark

• Emulation
  • Why is emulation necessary?
  • What functions does the emulation support?
  • How to perform an emulation?
    • Function layout of emulation model benchmark
    • Emulation Model Benchmark Process
    • Emulation Reports Management
    • Function layout of emulation model prediction
    • Emulation Model Prediction Process
    • Emulation command-line execution
  • When is the emulation report reasonable enough to deploy?

Deployment

• Deployment
  • Function Layout
  • Supported Compilers
  • Supported Architectures
  • Supported Compilation Flags
  • Supported Accelerator Options
  • Multilibrary Generation
  • Deployment Process
  • Algorithm Library Integration
  • API Reference
    • Files
    • Enumerations
    • Macros
    • Variables
    • Functions
      • Anomaly Detection
      • n-Class Classification
      • 1-Class Classification
      • Regression
  • Algorithm Project Execution
    • SHELL Interface
    • Button interface

Utility & Tools

• Data Logging
• Data Labeling
  • Data Import
  • Rename labels
  • Labeling Operations
  • Edit Labeled Result
  • Generate Dataset
  • Pre-labeling (Optional)
• Data Intelligence
  • Data Settings
  • Analysis Result
  • Continuous Data
  • Conclusion
• Data Operation
  • Dataset
  • Operation
    • Remove Lines
    • Remove Columns
    • Remove Channels
    • Separate Data by Columns
    • Transpose Data
    • Add Targets
    • Shuffle Data
    • Wash Data
    • Generate Samples
    • Down Sampling
    • Split Dataset
    • Concatenate Files
  • Result
  • Conclusion

Solutions

• Arc Fault Circuit Interrupter (AFCI) Solution
  • Create New Project
  • Data Labeling
    • Data Import
    • Rename Labels
    • Labeling Operations
    • Edit Labeled Result
    • Segment
  • Dataset
  • Training
  • Emulation
    • Data with Label
    • Continuous Data without Label
  • Deploy To Device

License & IP Protection

• License Disclaimer
  • Algorithm License Claim
  • IP Protection

Command Line Tool

• Command-Line Interface (CLI)
  • CLI
  • Install
  • Getting started
    • 0. Quick Start of CLI:
      • Engine
      • License
      • Project
      • Signal
      • Optimization
      • Conversion
      • Emulation
      • Library
    • 1. Engine: Launch or shutdown eIQ Time Series Studio Engine
      • Usage:
    • 2. License: activate or deactivate license
      • Usage:
      • Response Info:
    • 3. Project: create and manage project
      • Usage:
      • Response Info:
    • 4. Signal: import signals
      • Usage:
      • Response Info:
    • 5. Optimization: start optimization, retrieve progress, and get the results for AutoML projects.
      • Usage:
      • Response Info:
    • 6. Conversion: Start model conversion for Bring Your Own Model (BYOM) projects.
      • Usage:
      • Response Info:
    • 7. Emulation: launch time series emulation of multiple model results.
      • Usage:
      • Response Info:
    • 8. Library: Generates the time series library or sample project.
      • Usage: