scikit-learn — Agent Skill 安装配置（SkillsMP） · AgentHub

scikit-learn — Agent Skill 安装配置（SkillsMP）

Name: scikit-learn
Author: K-Dense-AI

SkillSkillsMP

io.github.K-Dense-AI/scientific-agent-skills/scikit-learn · vmain

Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices.

在 SkillsMP 查看 ↗源仓库 ↗

热度数据

仓库星标43.3k

概览

scikit-learn 是一个Agent Skill，收录自 SkillsMP。本页提供 Cursor、Claude Code 等客户端的安装配置片段。

适用场景

代码审查与 GitHub Cursor 开发必备

Agent Skill 是带 SKILL.md 的指令包。安装后，AI 会根据 description 在匹配任务时自动加载，无需每次手动粘贴提示词。

安装

选择你的平台查看安装方式

选择安装方式

# 改 -a 切换客户端：cursor | claude-code | codex | github-copilot
npx skills add K-Dense-AI/scientific-agent-skills@scikit-learn -a cursor -y

统一 Manifest

{
  "id": "io.github.K-Dense-AI/scientific-agent-skills/scikit-learn",
  "type": "skill",
  "version": "main",
  "displayName": "scikit-learn",
  "description": "Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices.",
  "author": {
    "name": "K-Dense-AI",
    "url": "https://github.com/K-Dense-AI"
  },
  "repository": {
    "url": "https://github.com/K-Dense-AI/scientific-agent-skills",
    "source": "github",
    "subfolder": "skills/scikit-learn"
  },
  "homepage": "https://skillsmp.com/creators/k-dense-ai/scientific-agent-skills/skills-scikit-learn",
  "distribution": {
    "packages": [
      {
        "registryType": "source",
        "identifier": "K-Dense-AI/scientific-agent-skills@scikit-learn",
        "version": "main",
        "runtimeHint": "npx skills add"
      }
    ],
    "remotes": []
  },
  "dependencies": [],
  "installTargets": [
    "claude-code",
    "claude-desktop",
    "cursor",
    "codex",
    "vscode"
  ],
  "keywords": [
    "repo_stars:43264"
  ],
  "provenance": {
    "origin": "skillsmp",
    "originalId": "k-dense-ai-scientific-agent-skills-skills-scikit-learn-skill-md",
    "originalUrl": "https://skillsmp.com/creators/k-dense-ai/scientific-agent-skills/skills-scikit-learn",
    "isOfficial": false,
    "status": "active"
  }
}

scikit-learn — Agent Skill 安装配置（SkillsMP）

概览

适用场景

安装

使用方式

相关资源

building-html-canvases

policy-and-managed-settings

triage-codacy

triage-codeql

packaging-static-installer

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统一 Manifest