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hsselect

Fit an allowlisted hscredit feature selector, transform a dataset, and export selected features plus the selector's Chinese report.

Skill by hengshu-credit

IndexedMIT★ 21
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/hengshu-credit-hsselect

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Fit an allowlisted hscredit feature selector, transform a dataset, and export selected features plus the selector's Chinese report. Use for feature selection workflows.

Use cases: documents

Reviews

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/hsselect

What's inside

Skill name
hsselect
Description
Fit an allowlisted hscredit feature selector, transform a dataset, and export selected features plus the selector's Chinese report. Use for feature selection workflows.
License
MIT
Instructions
7 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (7)

  • .gitkeep
  • SKILL.md
  • openai.yaml · agents/
  • operations.md · references/
  • runtime.json
  • request.schema.json · schemas/
  • run.py · scripts/

SKILL.md (first lines)

# HSCredit 特征筛选

使用 `selector_fit`，通过 `parameters.selector` 选择公开筛选器，例如 `IVSelector`、`KSSelector`、`CorrSelector`、`VIFSelector`、`VarianceSelector`、`StabilityAwareSelector` 或 `CompositeFeatureSelector`；构造参数放在 `selector_params`。当前筛选器白名单与 `hscredit.core.selectors.__all__` 同步。

输入支持 DataFrame 文件或同进程对象。输出包含筛选结果 Excel 和 JSON 筛选报告。显式 `include`、`exclude`、`force_drop`、`target_rm` 和并行参数按 hscredit 当前契约传递。

From hengshu-credit/hscredit, MIT.

More from hengshu-credit/hscredit

Signals

Stars
21
Forks
6
Open issues
2
Last commit (this folder)
Oct 20, 2026 (9 days ago)
Last release
Oct 9, 2026 (20 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
Repository
github.com/hengshu-credit/hscredit
Website
hscredit.hengshucredit.com
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

More from hengshu-credit

Cite this page

hsselect skill. Agent Mart. https://agentmart.dev/skills/hengshu-credit-hsselect (last updated 2026-10-24)