alterlab-aeon
CommunityTime-series ML power via Aeon toolkit.
AuthorAlterLab-IEU
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Time series analysis often requires integrating multiple algorithms and libraries; this skill provides a cohesive Aeon-based workflow to perform classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search on both univariate and multivariate data.
Core Features & Use Cases
- Unified Aeon toolkit for time series tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search.
- Data compatibility with both univariate and multivariate series through scikit-learn compatible APIs.
- Quick-start examples and references to accelerate academic workflows and deployment.
Quick Start
Load a sample GunPoint dataset and run a basic Aeon classification example to see end-to-end workflow.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 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: alterlab-aeon Download link: https://github.com/AlterLab-IEU/AlterLab-Academic-Skills/archive/main.zip#alterlab-aeon Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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