cl-online-learning

Open Source

Common Lisp Updated Feb 15, 2026

Get Started →

Compared with 4 other Common Lisp agents Open source Self-hostable Updated Feb 2026

💰 Open Source 🔄 Updated Feb 2026 🖥️ Self-hostable

💰 Pricing

Open Source

Pricing not publicly listed.

🎯 Use Cases

Real-time spam filtering with incremental updates Adaptive recommendation systems for user behavior streams Low-latency fraud detection on transactional data Embedded ML applications with memory constraints

⚖️ Pros & Cons

✅ Pros

Lightweight implementation suitable for Lisp environments
Supports multiple proven online learning algorithms
No external dependencies (self-contained library)

❌ Cons

Limited to basic linear models (no deep learning support)
Niche appeal due to Common Lisp ecosystem
Lacks extensive documentation or tutorials

Overview

cl-online-learning is a Common Lisp library implementing online machine learning algorithms, including Perceptron, AROW, SCW, and Logistic Regression. It enables incremental model updates for streaming or large-scale data without full retraining.

Problem It Solves

Provides efficient, real-time model training for scenarios where data arrives sequentially or retraining on full datasets is impractical.

Target Audience: Developers and teams working with common lisp automation.

Inputs

• User configuration
• API credentials (if required)
• Task parameters

Outputs

• Automated task results
• Status reports
• Generated content or actions

Example Workflow

1 User configures the agent with required parameters
2 Agent receives input data or trigger
3 Agent processes the request using its core logic
4 Agent interacts with external services if needed
5 Results are returned to the user

Sample System Prompt


              You are cl-online-learning, an AI assistant. Help the user accomplish their task efficiently.

Tools & Technologies

LLM APIs Python

Alternatives

See all Common Lisp alternatives to cl-online-learning →

🔗Related AI Agents

cl-libsvmCommon Lisp

cl-random-forestCommon Lisp

mgl-gprCommon Lisp

mglCommon Lisp

⚖️ Compare cl-online-learning

FAQs

Is this agent open-source?: Yes
Can this agent be self-hosted?: Yes
What skill level is required?: Intermediate

Rate This Agent

Your rating:

Reviews

Loading reviews...

Write a Review

Ready to try this agent?