AsterMind-ELM

소개

This MCP server empowers Claude with instant, on-device machine learning capabilities, leveraging Extreme Learning Machines (ELM) for rapid text processing. It facilitates millisecond-speed training for text classifiers, microsecond inference for predictions, and efficient generation of text embeddings, all while ensuring privacy as data remains local. It's ideal for real-time applications where quick, localized machine learning is critical without relying on external APIs, offering capabilities like sentiment analysis, spam detection, and topic classification.

주요 기능

• Instant Training (milliseconds) using Extreme Learning Machines
• Private and on-device processing – data never leaves your machine
• Versatile capabilities: classification, regression, embeddings, and online learning
• Persistent: Save and load models easily as JSON
• Microsecond inference for real-time predictions
• 1 GitHub stars

사용 사례

• Topic classification
• Spam detection
• Real-time sentiment analysis