datanalysis-credit-risk
Skill for credit-risk data cleaning and variable screening for pre-loan models.
About
Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality assessment, missing value analysis, or variable selection before modeling. it covers data loading and formatting, abnormal period filtering, missing rate calculation, high-missing variable removal,low-IV variable filtering, high-PSI variable removal, Null Importance denoising, high-correlation variable removal, and cleaning report generation. Applicable scenarios arecredit risk data cleaning, variable screening, pre-loan modeling preprocessing.
At a glance
- Category
- Finance and accounting Valuation
- Made for
- Business teams
- Pricing
- Free
- Access
- No sign-in
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Capabilities
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Provenance
- Discovered
- Relayed by github
- Identifier
- urn:air:github.com:github:awesome-copilot:datanalysis-credit-risk
- Catalog host
- github.com · via github registry
- Anchor check
- Not anchored
- Last crawled
- seen 9d ago
Discovered through github.com's registry, not anchored by StealthStack. We relay the listing as-is; we have not checked that the URN authority matches the publishing host. How trust works →