newton-machine-state-from-file
OfficialStream CSV time-series to machine-state lens.
Authorarchetypeai
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Streaming time-series CSV data into Archetype AI's Machine State Lens enables automated state classification and anomaly detection on time-series datasets without manual data wrangling.
Core Features & Use Cases
- Stream time-series CSV data into the Archetype AI Machine State Lens for real-time state classification.
- Support both Python and JavaScript/Web implementations for flexible deployment.
- Perform n-shot state recognition from files to quickly compare healthy vs anomalous sequences.
Quick Start
Upload a CSV file containing time-series data and run the machine-state lens to stream data and classify states.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: newton-machine-state-from-file Download link: https://github.com/archetypeai/newton-earthquake-demo/archive/main.zip#newton-machine-state-from-file Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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