ml-cluster
CommunityDiscover and label data clusters with natural language descriptions.
Data & Analytics#data analysis#unsupervised learning#data clustering#cluster labeling#dataset segmentation
Authormilasaurus
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill simplifies the process of finding and labeling groups in datasets, making it accessible to users without ML expertise.
Core Features & Use Cases
- Cluster Discovery: Automatically finds natural groups within any dataset.
- Labeling & Descriptions: Assigns plain-language descriptions to each cluster.
- Flexible Input: Accepts CSV, JSON, Parquet files, or text files.
- Use Case: Use this Skill to segment customer data and provide insights without deep ML knowledge.
Quick Start
Analyze and label clusters in the dataset 'customer-segments.csv'.
Dependency Matrix
Required Modules
pandassklearnsentence-transformersumaphdbscan
Components
scriptsreferencesassets
💻 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: ml-cluster Download link: https://github.com/milasaurus/compound-ml/archive/main.zip#ml-cluster Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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