eIQ Time Series Studio

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:
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