Telemetry Anomaly Detection Toolkit

Welcome to the telemetry-anomdet documentation!

This toolkit provides modular utilities for preprocessing, feature extraction, and supervised/unsupervised anomaly detection in live telemetry streams.

Contents

User Guide

• Getting Started
  • Installation
  • Running Tests
  • Basic Usage
  • Contributing
• Real-Time Anomaly Detection Example
  • Simulated Streaming Data

API Reference

• Ingestion
  • load_from_csv()
  • load_from_ccsds()
  • TelemetryDataset
• Preprocessing Module
  • clean()
• Feature Extraction Module
  • extract_features()
• Base Models
  • BaseModel
• Supervised Models
  • NaiveBayesClassifier
  • NaiveBayesClassifier
• Unsupervised Models
  • IsolationForestModel
  • IsolationForestModel

Indices and tables

• Index

• Module Index

• Search Page